The Ultimate GenAI and LLM Developer Bundle

011. Pipeline Parallelism Implementation Frameworks and Key Takeaways.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/011. Pipeline Parallelism Implementation Frameworks and Key Takeaways.mp4

010. Benefits of Activation Recomputation and Implementation Strategies.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/010. Benefits of Activation Recomputation and Implementation Strategies.mp4

009. Activation Recomputation vs Standard Approach.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/009. Activation Recomputation vs Standard Approach.mp4

008. Demo - Activation Recomputation Visualization.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/008. Demo - Activation Recomputation Visualization.mp4

007. Understanding Activation Recomputation vs Standard Training - Deep Dive.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/007. Understanding Activation Recomputation vs Standard Training - Deep Dive.mp4

006. Neural Network and Activation and Backward and Forward Passes - Full Dive.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/006. Neural Network and Activation and Backward and Forward Passes - Full Dive.mp4

005. Activation Recomputation - Overview and Introduction.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/005. Activation Recomputation - Overview and Introduction.mp4

004. Pipeline Schedules Key Concepts.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/004. Pipeline Schedules Key Concepts.mp4

003. Pipeline Bubbles Key Concepts.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/003. Pipeline Bubbles Key Concepts.mp4

002. Pipeline Parallelism Key Concepts and How it Works - Step by Step.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/002. Pipeline Parallelism Key Concepts and How it Works - Step by Step.mp4

001. Pipeline Parallelism Overview.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 9 - Types of Parallelism - Pipeline and Tensor Parallelism/001. Pipeline Parallelism Overview.mp4

011. Hybrid Parallelism - What is It and Motivation.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/011. Hybrid Parallelism - What is It and Motivation.mp4

010. Hybrid Parallelism - Animation.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/010. Hybrid Parallelism - Animation.mp4

009. Data vs Model Parallelism.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/009. Data vs Model Parallelism.mp4

008. Key Differences Highlighted - Data vs Model Parallelism.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/008. Key Differences Highlighted - Data vs Model Parallelism.mp4

007. Model vs Data Parallelism.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/007. Model vs Data Parallelism.mp4

006. LLM Relevance and Implementation.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/006. LLM Relevance and Implementation.mp4

005. Model Parallelism and Tensor Parallelism and Layer Para.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/005. Model Parallelism and Tensor Parallelism and Layer Para.mp4

004. Real-world Example - Data Parallelism in GPT-3 Training.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/004. Real-world Example - Data Parallelism in GPT-3 Training.mp4

003. Data Parallelism Advantages for LLM Training.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/003. Data Parallelism Advantages for LLM Training.mp4

002. Data Parallelism - How It Works.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/002. Data Parallelism - How It Works.mp4

001. Types of Parallelism in LLM Training.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 8 - Types of Parallelism in LLM Training - Data, Model, and Hybrid Parallelism/001. Types of Parallelism in LLM Training.mp4

002. Parallel Computing Fundamentals and Scaling Laws - Deep Dive.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 7 - Parallel Computing Fundamentals and Parallelism in LLM Training/002. Parallel Computing Fundamentals and Scaling Laws - Deep Dive.mp4

001. Parallel Computing Introduction - Key Concepts.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 7 - Parallel Computing Fundamentals and Parallelism in LLM Training/001. Parallel Computing Introduction - Key Concepts.mp4

005. The Transformer Library - Deep Dive.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 6 - Large Language Models - Fundamentals of AI and LLMs/005. The Transformer Library - Deep Dive.mp4

004. The Transformer Architecture Animation.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 6 - Large Language Models - Fundamentals of AI and LLMs/004. The Transformer Architecture Animation.mp4

003. The Self-Attention Mechanism - Analogy.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 6 - Large Language Models - Fundamentals of AI and LLMs/003. The Self-Attention Mechanism - Analogy.mp4

002. The Transformer Architecture Fundamentals.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 6 - Large Language Models - Fundamentals of AI and LLMs/002. The Transformer Architecture Fundamentals.mp4

001. Introduction.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 6 - Large Language Models - Fundamentals of AI and LLMs/001. Introduction.mp4

011. DL and ML Comparative Capabilities - Summary.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/011. DL and ML Comparative Capabilities - Summary.mp4

010. Learning Types and Full ML & DL Analogy Example.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/010. Learning Types and Full ML & DL Analogy Example.mp4

009. Machine Learning Introduction - ML vs DL.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/009. Machine Learning Introduction - ML vs DL.mp4

008. Deep Learning - Summary.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/008. Deep Learning - Summary.mp4

007. Activation Functions - Deep Dive.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/007. Activation Functions - Deep Dive.mp4

006. Weights.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/006. Weights.mp4

005. The Single Neuron Computation - Deep Dive.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/005. The Single Neuron Computation - Deep Dive.mp4

004. Deep Neural Networks - Deep Dive.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/004. Deep Neural Networks - Deep Dive.mp4

003. Deep Learning Key Aspects.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/003. Deep Learning Key Aspects.mp4

002. Deep and Machine Learning - Overview and Breakdown.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/002. Deep and Machine Learning - Overview and Breakdown.mp4

001. Machine and Deep Learning Introduction.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 5 - Deep and Machine Learning - Deep Dive/001. Machine and Deep Learning Introduction.mp4

002. Why this Architecture Excels.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 4 - GPU Architecture for LLM Training Deep Dive/002. Why this Architecture Excels.mp4

001. GPU Architecture for LLM Training.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 4 - GPU Architecture for LLM Training Deep Dive/001. GPU Architecture for LLM Training.mp4

010. GPUs - Overview.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/010. GPUs - Overview.mp4

009. Understanding Servers and Clients.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/009. Understanding Servers and Clients.mp4

008. Internet Communication Deep Dive.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/008. Internet Communication Deep Dive.mp4

007. What is the Internet.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/007. What is the Internet.mp4

006. LAN Introduction.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/006. LAN Introduction.mp4

005. OS File System Structure.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/005. OS File System Structure.mp4

004. Data Storage and File Systems.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/004. Data Storage and File Systems.mp4

003. What is a Computer - CPU and RAM Overview.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/003. What is a Computer - CPU and RAM Overview.mp4

002. Introduction to Cloud Computing and Traditional IT.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/002. Introduction to Cloud Computing and Traditional IT.mp4

001. IT Fundamentals - Introduction.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 3 - IT Fundamental Concepts/001. IT Fundamentals - Introduction.mp4

004. Parallelism vs Single GPU - Summary.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 2 - Strategies for Parallelizing LLMS - Deep Dive/004. Parallelism vs Single GPU - Summary.mp4

003. Understanding the Parallel Strategy and Advantages.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 2 - Strategies for Parallelizing LLMS - Deep Dive/003. Understanding the Parallel Strategy and Advantages.mp4

002. Understanding the Single GPU Strategy.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 2 - Strategies for Parallelizing LLMS - Deep Dive/002. Understanding the Single GPU Strategy.mp4

001. What is Parallelism and Why it Matters.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 2 - Strategies for Parallelizing LLMS - Deep Dive/001. What is Parallelism and Why it Matters.mp4

001. Course Summary and Next Steps.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 16 - Wrap up and Next Steps/001. Course Summary and Next Steps.mp4

001. Advanced Topics and Emerging Trends.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 15 - Advanced Topics and Emerging Trends/001. Advanced Topics and Emerging Trends.mp4

010. Checkpoint Storage Strategy - Summary.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/010. Checkpoint Storage Strategy - Summary.mp4

009. Implementing a Hybrid Approach - Performance, F.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/009. Implementing a Hybrid Approach - Performance, F.mp4

008. Checkpoint Storage Considerations - Deep Dive.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/008. Checkpoint Storage Considerations - Deep Dive.mp4

007. Multi-level Checkpointing in LLM Training - Ani.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/007. Multi-level Checkpointing in LLM Training - Ani.mp4

006. Asynchronous Checkpointing in LLM Training.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/006. Asynchronous Checkpointing in LLM Training.mp4

005. Incremental Checkpointing in LLM Training.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/005. Incremental Checkpointing in LLM Training.mp4

004. Basic Checkpointing in LLM Training.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/004. Basic Checkpointing in LLM Training.mp4

003. Checkpointing in LLM Training - Animation.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/003. Checkpointing in LLM Training - Animation.mp4

002. Strategies for Fault Tolerance.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/002. Strategies for Fault Tolerance.mp4

001. Fault Tolerance Introduction & Types of Failure.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 14 - Fault Tolerance and Scalability and Advanced Checkpointing Strategies - Deep Dive/001. Fault Tolerance Introduction & Types of Failure.mp4

005. Runpod Cleanup.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 13 - Running TRUE Parallelism on Multiple GPU Systems - Runpod.io/005. Runpod Cleanup.mp4

004. HANDS-ON - Parallelism with IMDB Dataset - Deep Dive - True Parallel.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 13 - Running TRUE Parallelism on Multiple GPU Systems - Runpod.io/004. HANDS-ON - Parallelism with IMDB Dataset - Deep Dive - True Parallel.mp4

003. Setting up Runpod Parallelism in JupyterNotebook.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 13 - Running TRUE Parallelism on Multiple GPU Systems - Runpod.io/003. Setting up Runpod Parallelism in JupyterNotebook.mp4

002. Runpod SSH Setup.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 13 - Running TRUE Parallelism on Multiple GPU Systems - Runpod.io/002. Runpod SSH Setup.mp4

001. Setup Runpod.io Environment Overview.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 13 - Running TRUE Parallelism on Multiple GPU Systems - Runpod.io/001. Setup Runpod.io Environment Overview.mp4

003. Hands-on - Data Parallelism with DeepSpeed Optimiz.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 12 - HANDS-ON - Data Parallelism w WikiText Dataset and DeepSpeed Mem. Optimization/003. Hands-on - Data Parallelism with DeepSpeed Optimiz.mp4

002. DeepSpeed - Full Dive.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 12 - HANDS-ON - Data Parallelism w WikiText Dataset and DeepSpeed Mem. Optimization/002. DeepSpeed - Full Dive.mp4

001. Hands-on - Data Parallelism - Wikitext-2 Dataset.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 12 - HANDS-ON - Data Parallelism w WikiText Dataset and DeepSpeed Mem. Optimization/001. Hands-on - Data Parallelism - Wikitext-2 Dataset.mp4

011. Data Parallelism - Simulated Parallelism on GPU Takeaways.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/011. Data Parallelism - Simulated Parallelism on GPU Takeaways.mp4

010. HANDS-ON - Data Parallelism - Colab - Full Demo.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/010. HANDS-ON - Data Parallelism - Colab - Full Demo.mp4

009. Testing Pseudo Data Parallelism Trained Model.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/009. Testing Pseudo Data Parallelism Trained Model.mp4

008. HANDS-On - Data Parallelism - Training a Small Model - MNIST D.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/008. HANDS-On - Data Parallelism - Training a Small Model - MNIST D.mp4

007. Datasets and Why this Toolkit.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/007. Datasets and Why this Toolkit.mp4

006. DeepSpeed and Megatron-LM - Overview.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/006. DeepSpeed and Megatron-LM - Overview.mp4

005. TorchVision and TorchDistributed Overview.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/005. TorchVision and TorchDistributed Overview.mp4

004. Numpy Overview.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/004. Numpy Overview.mp4

003. The Transformers Library - Overview.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/003. The Transformers Library - Overview.mp4

002. Pytorch - LLM Training Library Overview.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/002. Pytorch - LLM Training Library Overview.mp4

001. Strategies for Parallelizing LLMs - Hands-on Introduction.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 11 - HANDS-ON - Strategies for Parallelism - Data Parallelism Deep Dive/001. Strategies for Parallelizing LLMs - Hands-on Introduction.mp4

008. Putting it All Together - All Strategies in LLM Training.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 10 - Tensor Parallelism - Deep Dive/008. Putting it All Together - All Strategies in LLM Training.mp4

007. Understanding Tensor Parallelism with LEGO Bricks Animation Demo.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 10 - Tensor Parallelism - Deep Dive/007. Understanding Tensor Parallelism with LEGO Bricks Animation Demo.mp4

006. How Components Work Together in Distributed LLM Training.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 10 - Tensor Parallelism - Deep Dive/006. How Components Work Together in Distributed LLM Training.mp4

005. Device Mesh Communication Pattern - Deep Dive.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 10 - Tensor Parallelism - Deep Dive/005. Device Mesh Communication Pattern - Deep Dive.mp4

004. Tensor Communication Patterns - Deep Dive.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 10 - Tensor Parallelism - Deep Dive/004. Tensor Communication Patterns - Deep Dive.mp4

003. Tensors and Partitioning Strategies - Deep Dive.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 10 - Tensor Parallelism - Deep Dive/003. Tensors and Partitioning Strategies - Deep Dive.mp4

002. Tensor Parallel Pizza Making Analogy.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 10 - Tensor Parallelism - Deep Dive/002. Tensor Parallel Pizza Making Analogy.mp4

001. What is Tensor Parallelism and Why - Benefits.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 10 - Tensor Parallelism - Deep Dive/001. What is Tensor Parallelism and Why - Benefits.mp4

003. DEMO - What You'll Build in This Course.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 1 - Introduction/003. DEMO - What You'll Build in This Course.mp4

002. Course Structure.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 1 - Introduction/002. Course Structure.mp4

001. Introduction & What Is This Course About.mp4

Train Large Language Models Faster - Parallelism Deep Dive (2025)/Chapter 1 - Introduction/001. Introduction & What Is This Course About.mp4

008. Vector Store as Retriever - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 9 - Embeddings and Vector Stores/008. Vector Store as Retriever - New.mp4

007. Vector Store Persistence - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 9 - Embeddings and Vector Stores/007. Vector Store Persistence - New.mp4

006. Metadata Filtering - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 9 - Embeddings and Vector Stores/006. Metadata Filtering - New.mp4

005. Chroma Setup and Similarity Search - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 9 - Embeddings and Vector Stores/005. Chroma Setup and Similarity Search - New.mp4

004. Embedding Caching - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 9 - Embeddings and Vector Stores/004. Embedding Caching - New.mp4

003. Free Embedding Models.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 9 - Embeddings and Vector Stores/003. Free Embedding Models.mp4

002. OpenAI Embeddings - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 9 - Embeddings and Vector Stores/002. OpenAI Embeddings - New.mp4

001. Vectors and Embeddings Overview - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 9 - Embeddings and Vector Stores/001. Vectors and Embeddings Overview - New.mp4

003. Markdown and Code Splitters - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 8 - Document Loading and Splitting/003. Markdown and Code Splitters - New.mp4

002. Document Splitting - Overview - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 8 - Document Loading and Splitting/002. Document Splitting - Overview - New.mp4

001. Document Loaders Overview - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 8 - Document Loading and Splitting/001. Document Loaders Overview - New.mp4

007. Persistent Memory - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 7 - LangChain Memory/007. Persistent Memory - New.mp4

006. Summary Memory - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 7 - LangChain Memory/006. Summary Memory - New.mp4

005. Windowed Memory - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 7 - LangChain Memory/005. Windowed Memory - New.mp4

004. Message Trimming - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 7 - LangChain Memory/004. Message Trimming - New.mp4

003. Multiple Sessions - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 7 - LangChain Memory/003. Multiple Sessions - New.mp4

002. Hands-On Memory in LangChain.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 7 - LangChain Memory/002. Hands-On Memory in LangChain.mp4

001. Memory in LangChain - Introduction - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 7 - LangChain Memory/001. Memory in LangChain - Introduction - New.mp4

008. Debugging Chains - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 6 - LCEL - LangChain Expression Language/008. Debugging Chains - New.mp4

007. Chain Branching - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 6 - LCEL - LangChain Expression Language/007. Chain Branching - New.mp4

006. Passthrough Runnable - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 6 - LCEL - LangChain Expression Language/006. Passthrough Runnable - New.mp4

005. Basic and Parallel Chains - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 6 - LCEL - LangChain Expression Language/005. Basic and Parallel Chains - New.mp4

004. LCEL Schema Inspection - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 6 - LCEL - LangChain Expression Language/004. LCEL Schema Inspection - New.mp4

003. LCEL Streaming Responses - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 6 - LCEL - LangChain Expression Language/003. LCEL Streaming Responses - New.mp4

002. LCEL Batch Execution - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 6 - LCEL - LangChain Expression Language/002. LCEL Batch Execution - New.mp4

001. LCEL and Runnable Chains (Concepts) - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 6 - LCEL - LangChain Expression Language/001. LCEL and Runnable Chains (Concepts) - New.mp4

005. Pydantic Parser.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 5 - LangChain Parsers/005. Pydantic Parser.mp4

004. Pydantic Output Parser - Introduction.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 5 - LangChain Parsers/004. Pydantic Output Parser - Introduction.mp4

003. Output Parsers Hands-On.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 5 - LangChain Parsers/003. Output Parsers Hands-On.mp4

002. Output Parsers, Model Configuration - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 5 - LangChain Parsers/002. Output Parsers, Model Configuration - New.mp4

001. Why Output Parsers.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 5 - LangChain Parsers/001. Why Output Parsers.mp4

002. Prompt Templates - Hands-On.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 4 - LangChain Prompts Template/002. Prompt Templates - Hands-On.mp4

001. Prompt Templates and Messages - Deep Dive - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 4 - LangChain Prompts Template/001. Prompt Templates and Messages - Deep Dive - New.mp4

005. Multi-Provider LLM Configuration - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 3 - LangChain and LLMs - Deep Dive/005. Multi-Provider LLM Configuration - New.mp4

004. LangChain Building Blocks - Components - Chains - Agents.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 3 - LangChain and LLMs - Deep Dive/004. LangChain Building Blocks - Components - Chains - Agents.mp4

003. LangChain V1.0 Architecture - New.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 3 - LangChain and LLMs - Deep Dive/003. LangChain V1.0 Architecture - New.mp4

002. New - LangChain Ecosystem.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 3 - LangChain and LLMs - Deep Dive/002. New - LangChain Ecosystem.mp4

001. What's an LLM.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 3 - LangChain and LLMs - Deep Dive/001. What's an LLM.mp4

003. Setup VS Code and Python Extensions.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 2 - Development Environment Setup/003. Setup VS Code and Python Extensions.mp4

002. Install Python - Full Instructions.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 2 - Development Environment Setup/002. Install Python - Full Instructions.mp4

001. Setup OpenAI API - API Key.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 2 - Development Environment Setup/001. Setup OpenAI API - API Key.mp4

001. Next Steps.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 15 - Next Steps/001. Next Steps.mp4

005. Adding a Frontend with Streamlit - Text to Recipe Application - Final Result.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 14 - [Real-World] App - Image to Text - Legacy/005. Adding a Frontend with Streamlit - Text to Recipe Application - Final Result.mp4

004. Generating Recipes from Image - Image Captioning.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 14 - [Real-World] App - Image to Text - Legacy/004. Generating Recipes from Image - Image Captioning.mp4

003. Text to Speech.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 14 - [Real-World] App - Image to Text - Legacy/003. Text to Speech.mp4

002. Setup HuggingFace Token & Generating Text from an Image.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 14 - [Real-World] App - Image to Text - Legacy/002. Setup HuggingFace Token & Generating Text from an Image.mp4

001. Image to Recipe App - DemoPreview.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 14 - [Real-World] App - Image to Text - Legacy/001. Image to Recipe App - DemoPreview.mp4

004. AI Research Assistant - Part 4.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 13 - [Project] AI Research Assistant/004. AI Research Assistant - Part 4.mp4

003. AI Research Assistant - Part 3.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 13 - [Project] AI Research Assistant/003. AI Research Assistant - Part 3.mp4

002. AI Research Assistant - Part 2.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 13 - [Project] AI Research Assistant/002. AI Research Assistant - Part 2.mp4

001. AI Research Assistant - Part 1.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 13 - [Project] AI Research Assistant/001. AI Research Assistant - Part 1.mp4

003. Smart Q&A Bot - Implementation.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 12 - [Project] Smart Q&A Bot/003. Smart Q&A Bot - Implementation.mp4

002. Smart Q&A Bot - Project Intro.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 12 - [Project] Smart Q&A Bot/002. Smart Q&A Bot - Project Intro.mp4

001. Project Overview.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 12 - [Project] Smart Q&A Bot/001. Project Overview.mp4

011. Human in the Loop - Hands-On 2.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 11 - LangGraph Fundamentals - New/011. Human in the Loop - Hands-On 2.mp4

010. Human in the Loop - Hands-On.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 11 - LangGraph Fundamentals - New/010. Human in the Loop - Hands-On.mp4

009. Human-in-the-Loop.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 11 - LangGraph Fundamentals - New/009. Human-in-the-Loop.mp4

008. Cycles and Loops.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 11 - LangGraph Fundamentals - New/008. Cycles and Loops.mp4

007. Routing Patterns.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 11 - LangGraph Fundamentals - New/007. Routing Patterns.mp4

006. Edges and Conditional Edges.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 11 - LangGraph Fundamentals - New/006. Edges and Conditional Edges.mp4

005. Multi-Node Pipelines.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 11 - LangGraph Fundamentals - New/005. Multi-Node Pipelines.mp4

004. Message State - Chat Pattern.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 11 - LangGraph Fundamentals - New/004. Message State - Chat Pattern.mp4

003. Reducers and Accumulating State.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 11 - LangGraph Fundamentals - New/003. Reducers and Accumulating State.mp4

002. Simple Graph Creation.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 11 - LangGraph Fundamentals - New/002. Simple Graph Creation.mp4

001. LangGraph Introduction - Why Agents Changed.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 11 - LangGraph Fundamentals - New/001. LangGraph Introduction - Why Agents Changed.mp4

009. Combining RAG Strategies.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 10 - RAG - Retrieval Augmented Generation - New/009. Combining RAG Strategies.mp4

008. Parent Document Retriever.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 10 - RAG - Retrieval Augmented Generation - New/008. Parent Document Retriever.mp4

007. Hybrid SearchPreview.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 10 - RAG - Retrieval Augmented Generation - New/007. Hybrid SearchPreview.mp4

006. Contextual CompressionPreview.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 10 - RAG - Retrieval Augmented Generation - New/006. Contextual CompressionPreview.mp4

005. Multi-Query RetrieverPreview.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 10 - RAG - Retrieval Augmented Generation - New/005. Multi-Query RetrieverPreview.mp4

004. RAG with Structured Outputs.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 10 - RAG - Retrieval Augmented Generation - New/004. RAG with Structured Outputs.mp4

003. RAG with Fallback.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 10 - RAG - Retrieval Augmented Generation - New/003. RAG with Fallback.mp4

002. Basic RAG Pipeline.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 10 - RAG - Retrieval Augmented Generation - New/002. Basic RAG Pipeline.mp4

001. RAG Architecture and Best Practices.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 10 - RAG - Retrieval Augmented Generation - New/001. RAG Architecture and Best Practices.mp4

003. Connect with Me.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 1 - Introduction/003. Connect with Me.mp4

002. Introduction & Course Pre-requisites.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 1 - Introduction/002. Introduction & Course Pre-requisites.mp4

001. Welcome.mp4

The Complete LangChain and LLMs Guide (2024)/Chapter 1 - Introduction/001. Welcome.mp4

001. Course Recap and Next Steps.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 9 - Wrap up and Next Steps/001. Course Recap and Next Steps.mp4

002. Production Patterns Implementations – Real-world.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 8 - Production Patterns and Security/002. Production Patterns Implementations – Real-world.mp4

001. Security and Compliance Patterns.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 8 - Production Patterns and Security/001. Security and Compliance Patterns.mp4

001. Setting up Alerts that Matter.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 7 - Monitoring, Alerting and Debugging/001. Setting up Alerts that Matter.mp4

005. Cost Optimization Summary.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 6 - Cost Optimization Strategies That Work/005. Cost Optimization Summary.mp4

004. Smart Model Routing.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 6 - Cost Optimization Strategies That Work/004. Smart Model Routing.mp4

003. Semantic Caching.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 6 - Cost Optimization Strategies That Work/003. Semantic Caching.mp4

002. Prompt Optimization – Handson.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 6 - Cost Optimization Strategies That Work/002. Prompt Optimization – Handson.mp4

001. Cost Optimization Strategies – Overview.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 6 - Cost Optimization Strategies That Work/001. Cost Optimization Strategies – Overview.mp4

003. Framework Integration (LangChain).mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 5 - Instrumenting Your LLM Application/003. Framework Integration (LangChain).mp4

002. Instrumenting a Multi-Step RAG Pipeline – Langfuse Observability – Full Handson.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 5 - Instrumenting Your LLM Application/002. Instrumenting a Multi-Step RAG Pipeline – Langfuse Observability – Full Handson.mp4

001. Production Instrumented LLM Use Case – Hands-on.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 5 - Instrumenting Your LLM Application/001. Production Instrumented LLM Use Case – Hands-on.mp4

006. Langfuse API Levels – Code Demonstrations.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 4 - Observability Platform Selection – Langfuse and Hands-on/006. Langfuse API Levels – Code Demonstrations.mp4

005. Hands-on - First LLM Trace – Deep Dive.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 4 - Observability Platform Selection – Langfuse and Hands-on/005. Hands-on - First LLM Trace – Deep Dive.mp4

004. Langfuse Data Model.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 4 - Observability Platform Selection – Langfuse and Hands-on/004. Langfuse Data Model.mp4

003. Setting up Langfuse and Creating First Trace.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 4 - Observability Platform Selection – Langfuse and Hands-on/003. Setting up Langfuse and Creating First Trace.mp4

002. Setting Up Langfuse.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 4 - Observability Platform Selection – Langfuse and Hands-on/002. Setting Up Langfuse.mp4

001. Observability Platform Selection.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 4 - Observability Platform Selection – Langfuse and Hands-on/001. Observability Platform Selection.mp4

003. The Hidden Cost Multiplier.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 3 - Understanding LLM Costs – Where Your Money Goes/003. The Hidden Cost Multiplier.mp4

002. Where Costs Hide – RAG and Agent Pipeline.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 3 - Understanding LLM Costs – Where Your Money Goes/002. Where Costs Hide – RAG and Agent Pipeline.mp4

001. Understanding LLM Costs.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 3 - Understanding LLM Costs – Where Your Money Goes/001. Understanding LLM Costs.mp4

005. ROI Calculator – Making the Business Case.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 2 - The Business Case Why Observability = Money/005. ROI Calculator – Making the Business Case.mp4

004. The Three Pillars for LLMs.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 2 - The Business Case Why Observability = Money/004. The Three Pillars for LLMs.mp4

003. Traditional vs LLM Observability.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 2 - The Business Case Why Observability = Money/003. Traditional vs LLM Observability.mp4

002. The Hidden Costs of LLM Applications.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 2 - The Business Case Why Observability = Money/002. The Hidden Costs of LLM Applications.mp4

001. Observability and Cost Management – Overview.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 2 - The Business Case Why Observability = Money/001. Observability and Cost Management – Overview.mp4

001. Introduction.mp4

Production LLM Monitoring - Observability, Tracing and Cost Optimization (2026)/Chapter 1 - Introduction/001. Introduction.mp4

001. What's Next.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 8 - Wrap up/001. What's Next.mp4

006. Chat with Your Own Documents - MD and PPTX Documents - Final.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 7 - Build a RAG System Using Learned Techniques - Full Use Case/006. Chat with Your Own Documents - MD and PPTX Documents - Final.mp4

005. Chat with Your Own Documents - PDF - Part 4.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 7 - Build a RAG System Using Learned Techniques - Full Use Case/005. Chat with Your Own Documents - PDF - Part 4.mp4

004. Preprocess PPTX & MD File and Save Document Elements to Vector Database .mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 7 - Build a RAG System Using Learned Techniques - Full Use Case/004. Preprocess PPTX & MD File and Save Document Elements to Vector Database .mp4

003. Filtering out References and Headers from PDF - Part 2.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 7 - Build a RAG System Using Learned Techniques - Full Use Case/003. Filtering out References and Headers from PDF - Part 2.mp4

002. Preprocessing a PDF File and Showing Tabular Content as Well - Part 1.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 7 - Build a RAG System Using Learned Techniques - Full Use Case/002. Preprocessing a PDF File and Showing Tabular Content as Well - Part 1.mp4

001. Put it All Together - Build a RAG System Using What You've Learned - Ove.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 7 - Build a RAG System Using Learned Techniques - Full Use Case/001. Put it All Together - Build a RAG System Using What You've Learned - Ove.mp4

007. Summarizing the Table Data with LangChain - Hands-on.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 6 - Preprocessing Complex Documents - PDFs and Images/007. Summarizing the Table Data with LangChain - Hands-on.mp4

006. Table Content Extraction - Hands-on.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 6 - Preprocessing Complex Documents - PDFs and Images/006. Table Content Extraction - Hands-on.mp4

005. Preprocessing with Document Layout Detection and Comparing the Results.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 6 - Preprocessing Complex Documents - PDFs and Images/005. Preprocessing with Document Layout Detection and Comparing the Results.mp4

004. Preprocessing HTML and PDF files - Fast.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 6 - Preprocessing Complex Documents - PDFs and Images/004. Preprocessing HTML and PDF files - Fast.mp4

003. Advantages and Disadvantages of ViT and DLD.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 6 - Preprocessing Complex Documents - PDFs and Images/003. Advantages and Disadvantages of ViT and DLD.mp4

002. Document Image Analysis Methods - Document Layout Detector and Visual Transformer.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 6 - Preprocessing Complex Documents - PDFs and Images/002. Document Image Analysis Methods - Document Layout Detector and Visual Transformer.mp4

001. Preprocessing Complex Documents - PDFs and Images - Overview.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 6 - Preprocessing Complex Documents - PDFs and Images/001. Preprocessing Complex Documents - PDFs and Images - Overview.mp4

008. Summary.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 5 - Chunking and Metadata Extraction/008. Summary.mp4

007. Chunking Document Content - Hands-on.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 5 - Chunking and Metadata Extraction/007. Chunking Document Content - Hands-on.mp4

006. Chunking for Document Elements and Benefits - Full Overview.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 5 - Chunking and Metadata Extraction/006. Chunking for Document Elements and Benefits - Full Overview.mp4

005. Semantic Similarity Challenges - Information Recency Criteria.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 5 - Chunking and Metadata Extraction/005. Semantic Similarity Challenges - Information Recency Criteria.mp4

004. Code Restructuring - Avoid Multiple Document Preprocessing.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 5 - Chunking and Metadata Extraction/004. Code Restructuring - Avoid Multiple Document Preprocessing.mp4

003. Semantic Similarity - Hybrid Search and Saving Documents to Vector Database.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 5 - Chunking and Metadata Extraction/003. Semantic Similarity - Hybrid Search and Saving Documents to Vector Database.mp4

002. Finding Elements Associated with Chapters - Hands-on.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 5 - Chunking and Metadata Extraction/002. Finding Elements Associated with Chapters - Hands-on.mp4

001. Content Chunking and Metadata Extraction - Overview.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 5 - Chunking and Metadata Extraction/001. Content Chunking and Metadata Extraction - Overview.mp4

004. Benefits of Normalizing Content - Summary.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 4 - Hands-on - The Unstructured Framework - Preprocessing HTML, PDFs and PPTX Documents/004. Benefits of Normalizing Content - Summary.mp4

003. Hands-on - Preprocessing an HTML File.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 4 - Hands-on - The Unstructured Framework - Preprocessing HTML, PDFs and PPTX Documents/003. Hands-on - Preprocessing an HTML File.mp4

002. Hands-on - Preprocessing a PPTX (PowerPoint) Fil.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 4 - Hands-on - The Unstructured Framework - Preprocessing HTML, PDFs and PPTX Documents/002. Hands-on - Preprocessing a PPTX (PowerPoint) Fil.mp4

001. Hands-on - Preprocessing a PDF File and Dissecti.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 4 - Hands-on - The Unstructured Framework - Preprocessing HTML, PDFs and PPTX Documents/001. Hands-on - Preprocessing a PDF File and Dissecti.mp4

006. The Unstructured Framework - The Whole Workflow and Overview.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 3 - Data Preprocessing for LLMs - Deep Dive/006. The Unstructured Framework - The Whole Workflow and Overview.mp4

005. Chunking and Structuring Data and Workflow Orchestration.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 3 - Data Preprocessing for LLMs - Deep Dive/005. Chunking and Structuring Data and Workflow Orchestration.mp4

004. How Content Extraction Works - Cleaning and Data Normalization.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 3 - Data Preprocessing for LLMs - Deep Dive/004. How Content Extraction Works - Cleaning and Data Normalization.mp4

003. Challenges with Unstructured Data.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 3 - Data Preprocessing for LLMs - Deep Dive/003. Challenges with Unstructured Data.mp4

002. Data Preprocessing for LLMs Overview - Why Data Preprocessing is Hard.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 3 - Data Preprocessing for LLMs - Deep Dive/002. Data Preprocessing for LLMs Overview - Why Data Preprocessing is Hard.mp4

001. Data Preprocessing Deep Dive - Overview.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 3 - Data Preprocessing for LLMs - Deep Dive/001. Data Preprocessing Deep Dive - Overview.mp4

004. Unstructured Framework Test Run.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 2 - Development Environment Setup/004. Unstructured Framework Test Run.mp4

003. Setup the Unstructured Account and FREE API Key.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 2 - Development Environment Setup/003. Setup the Unstructured Account and FREE API Key.mp4

002. Setup OpenAI API Account and API Key.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 2 - Development Environment Setup/002. Setup OpenAI API Account and API Key.mp4

001. Development Environment Setup - Overview.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 2 - Development Environment Setup/001. Development Environment Setup - Overview.mp4

002. Course Structure.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 1 - Introduction/002. Course Structure.mp4

001. Introductions and What the Course is About and Prerequisites.mp4

Preprocessing Unstructured Data for LLMs and RAG Systems (2024)/Chapter 1 - Introduction/001. Introductions and What the Course is About and Prerequisites.mp4

012. GraphRAG - Using Knowledge Graphs for RAG.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 9 - Emerging Trends in Neo4j and AI Integration - LLMs and GraphRAG (Advanced Topic)/012. GraphRAG - Using Knowledge Graphs for RAG.mp4

011. Introduction to the RAG Technique (Retrieval-Aug.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 9 - Emerging Trends in Neo4j and AI Integration - LLMs and GraphRAG (Advanced Topic)/011. Introduction to the RAG Technique (Retrieval-Aug.mp4

010. Lab - Build KG from Unstructured Data with LLMs .mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 9 - Emerging Trends in Neo4j and AI Integration - LLMs and GraphRAG (Advanced Topic)/010. Lab - Build KG from Unstructured Data with LLMs .mp4

009. Lab - Build KG from Unstructured Data with LLMs .mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 9 - Emerging Trends in Neo4j and AI Integration - LLMs and GraphRAG (Advanced Topic)/009. Lab - Build KG from Unstructured Data with LLMs .mp4

008. Lab - Build KG from Unstructured Data with LLMs .mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 9 - Emerging Trends in Neo4j and AI Integration - LLMs and GraphRAG (Advanced Topic)/008. Lab - Build KG from Unstructured Data with LLMs .mp4

007. Lab - Build KG from Unstructured Data with LLMs .mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 9 - Emerging Trends in Neo4j and AI Integration - LLMs and GraphRAG (Advanced Topic)/007. Lab - Build KG from Unstructured Data with LLMs .mp4

006. Lab - Build KG from Unstructured Data with LLMs .mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 9 - Emerging Trends in Neo4j and AI Integration - LLMs and GraphRAG (Advanced Topic)/006. Lab - Build KG from Unstructured Data with LLMs .mp4

005. Lab - Build KG from Unstructured Data with LLMs .mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 9 - Emerging Trends in Neo4j and AI Integration - LLMs and GraphRAG (Advanced Topic)/005. Lab - Build KG from Unstructured Data with LLMs .mp4

004. Lab - Build KG from Unstructured Data with LLMs .mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 9 - Emerging Trends in Neo4j and AI Integration - LLMs and GraphRAG (Advanced Topic)/004. Lab - Build KG from Unstructured Data with LLMs .mp4

003. Building a Knowledge Graph from Unstructured Dat.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 9 - Emerging Trends in Neo4j and AI Integration - LLMs and GraphRAG (Advanced Topic)/003. Building a Knowledge Graph from Unstructured Dat.mp4

002. Introduction to Large Language Models (LLMs) for.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 9 - Emerging Trends in Neo4j and AI Integration - LLMs and GraphRAG (Advanced Topic)/002. Introduction to Large Language Models (LLMs) for.mp4

001. (Optional) Quick Introductory Lecture on Generat.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 9 - Emerging Trends in Neo4j and AI Integration - LLMs and GraphRAG (Advanced Topic)/001. (Optional) Quick Introductory Lecture on Generat.mp4

002. Lab - Writing a Python Program to Create Nodes and Relationships in Neo4j.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 8 - Interacting with Neo4j from a Python Program/002. Lab - Writing a Python Program to Create Nodes and Relationships in Neo4j.mp4

001. Optional Lab - Set Up Python Anaconda on a Windows Machine.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 8 - Interacting with Neo4j from a Python Program/001. Optional Lab - Set Up Python Anaconda on a Windows Machine.mp4

003. Best Practices for Writing Optimized Queries.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 7 - Performance Optimization/003. Best Practices for Writing Optimized Queries.mp4

002. Lab - Using PROFILE and INDEX for Performance Tuning.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 7 - Performance Optimization/002. Lab - Using PROFILE and INDEX for Performance Tuning.mp4

001. Memory Allocation Recommendations in Neo4j.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 7 - Performance Optimization/001. Memory Allocation Recommendations in Neo4j.mp4

007. When Not to Use Neo4j - Understanding Its Limitations.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 6 - Miscellaneous Topics/007. When Not to Use Neo4j - Understanding Its Limitations.mp4

006. Bonus Lecture - Using Bloom for Visualization.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 6 - Miscellaneous Topics/006. Bonus Lecture - Using Bloom for Visualization.mp4

005. Bonus Lecture - Set Up and Install Neo4j Server Edition on Windows.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 6 - Miscellaneous Topics/005. Bonus Lecture - Set Up and Install Neo4j Server Edition on Windows.mp4

004. Optional Lab - Load JSON Data from Website Using Complex Cypher.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 6 - Miscellaneous Topics/004. Optional Lab - Load JSON Data from Website Using Complex Cypher.mp4

003. Lab - Load Data from JSON File.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 6 - Miscellaneous Topics/003. Lab - Load Data from JSON File.mp4

002. Lab - Load Data from a CSV File.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 6 - Miscellaneous Topics/002. Lab - Load Data from a CSV File.mp4

001. Lab - How to Install APOC and GDS Plugins.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 6 - Miscellaneous Topics/001. Lab - How to Install APOC and GDS Plugins.mp4

005. Lab - GraphQL Part 4 – Mutation in GraphQL.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 5 - Basic Overview of GraphQL/005. Lab - GraphQL Part 4 – Mutation in GraphQL.mp4

004. Lab - GraphQL Part 3 – Write GraphQL Query.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 5 - Basic Overview of GraphQL/004. Lab - GraphQL Part 3 – Write GraphQL Query.mp4

003. Lab - GraphQL Part 2 – Define GraphQL Schema.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 5 - Basic Overview of GraphQL/003. Lab - GraphQL Part 2 – Define GraphQL Schema.mp4

002. Lab - GraphQL Part 1 – Set Up GraphQL Toolbox Provided by Neo4j.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 5 - Basic Overview of GraphQL/002. Lab - GraphQL Part 1 – Set Up GraphQL Toolbox Provided by Neo4j.mp4

001. Overview of GraphQL.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 5 - Basic Overview of GraphQL/001. Overview of GraphQL.mp4

002. Some More Details on Solving Real-World Problems with Neo4j - .mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 4 - Use Case – Crime Investigation - Advanced Cypher – UNWIND, COLLECT/002. Some More Details on Solving Real-World Problems with Neo4j - .mp4

001. Lab - Crime Investigation Using Neo4j.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 4 - Use Case – Crime Investigation - Advanced Cypher – UNWIND, COLLECT/001. Lab - Crime Investigation Using Neo4j.mp4

007. Lab - Path Finding Algorithm.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 3 - Use Case – Flights Data - Graph Data Science Library and Its Usage/007. Lab - Path Finding Algorithm.mp4

006. Lab - Node Similarity Algorithm.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 3 - Use Case – Flights Data - Graph Data Science Library and Its Usage/006. Lab - Node Similarity Algorithm.mp4

005. Lab - Community Detection Algorithm.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 3 - Use Case – Flights Data - Graph Data Science Library and Its Usage/005. Lab - Community Detection Algorithm.mp4

004. Lab - Centrality Algorithm.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 3 - Use Case – Flights Data - Graph Data Science Library and Its Usage/004. Lab - Centrality Algorithm.mp4

003. Lab - How to Use the Graph Data Science Library.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 3 - Use Case – Flights Data - Graph Data Science Library and Its Usage/003. Lab - How to Use the Graph Data Science Library.mp4

002. Lab - Get Started with Neo4j Sandbox and GDS Library.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 3 - Use Case – Flights Data - Graph Data Science Library and Its Usage/002. Lab - Get Started with Neo4j Sandbox and GDS Library.mp4

001. Introduction to Graph Data Science Library.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 3 - Use Case – Flights Data - Graph Data Science Library and Its Usage/001. Introduction to Graph Data Science Library.mp4

010. Lab - Create Multiple Projects and DBMS in Neo4j Desktop.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 2 - Cypher Query Language/010. Lab - Create Multiple Projects and DBMS in Neo4j Desktop.mp4

009. Important Point - Ordering in Neo4j.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 2 - Cypher Query Language/009. Important Point - Ordering in Neo4j.mp4

008. Lab - How to Find the Shortest Path Between Nodes.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 2 - Cypher Query Language/008. Lab - How to Find the Shortest Path Between Nodes.mp4

007. Lab - MERGE, WITH, and RETURN.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 2 - Cypher Query Language/007. Lab - MERGE, WITH, and RETURN.mp4

006. Lab - CRUD Operations in Cypher Query Language.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 2 - Cypher Query Language/006. Lab - CRUD Operations in Cypher Query Language.mp4

005. Lab - Aggregation in Cypher Query Language – COUNT, AVG, MIN, MAX.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 2 - Cypher Query Language/005. Lab - Aggregation in Cypher Query Language – COUNT, AVG, MIN, MAX.mp4

004. Lab - Filtering Techniques with Cypher Query Language.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 2 - Cypher Query Language/004. Lab - Filtering Techniques with Cypher Query Language.mp4

003. General Syntax of Cypher Query Language (Optional).mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 2 - Cypher Query Language/003. General Syntax of Cypher Query Language (Optional).mp4

002. Lab - Basics of Cypher Query Language.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 2 - Cypher Query Language/002. Lab - Basics of Cypher Query Language.mp4

001. Introduction to Cypher Query Language.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 2 - Cypher Query Language/001. Introduction to Cypher Query Language.mp4

009. Setting Up Neo4j - Your Options.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 1 - Introduction to Neo4j/009. Setting Up Neo4j - Your Options.mp4

008. Lab - Explore Neo4j Browser and Set Up Initial Data.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 1 - Introduction to Neo4j/008. Lab - Explore Neo4j Browser and Set Up Initial Data.mp4

007. Lab - Neo4j Setup and Installation on Windows.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 1 - Introduction to Neo4j/007. Lab - Neo4j Setup and Installation on Windows.mp4

006. Lab - Property Graph Model.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 1 - Introduction to Neo4j/006. Lab - Property Graph Model.mp4

005. Property Graph Model.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 1 - Introduction to Neo4j/005. Property Graph Model.mp4

004. Where Neo4j Fits Among Various Database Types.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 1 - Introduction to Neo4j/004. Where Neo4j Fits Among Various Database Types.mp4

003. Industry Applications of Neo4j - Popular Use Cases.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 1 - Introduction to Neo4j/003. Industry Applications of Neo4j - Popular Use Cases.mp4

002. Introduction to Neo4j - Understanding Graph Databases.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 1 - Introduction to Neo4j/002. Introduction to Neo4j - Understanding Graph Databases.mp4

001. Course Introduction.mp4

Neo4j - Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG (2025)/Chapter 1 - Introduction to Neo4j/001. Course Introduction.mp4

021. Suggestion Box.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/021. Suggestion Box.mp4

020. Beginner's Corner Section Summary.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/020. Beginner's Corner Section Summary.mp4

019. Zero-Shot Classification in Python.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/019. Zero-Shot Classification in Python.mp4

018. Zero-Shot Classification.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/018. Zero-Shot Classification.mp4

017. Question Answering in Python.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/017. Question Answering in Python.mp4

016. Question Answering.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/016. Question Answering.mp4

015. Neural Machine Translation in Python.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/015. Neural Machine Translation in Python.mp4

014. Neural Machine Translation.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/014. Neural Machine Translation.mp4

013. Text Summarization in Python.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/013. Text Summarization in Python.mp4

012. Text Summarization.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/012. Text Summarization.mp4

011. Named Entity Recognition (NER) in Python.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/011. Named Entity Recognition (NER) in Python.mp4

010. Named Entity Recognition (NER).mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/010. Named Entity Recognition (NER).mp4

009. Masked Language Modeling (Article Spinner) in Python.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/009. Masked Language Modeling (Article Spinner) in Python.mp4

008. Masked Language Modeling (Article Spinner).mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/008. Masked Language Modeling (Article Spinner).mp4

007. Text Generation in Python.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/007. Text Generation in Python.mp4

006. Text Generation.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/006. Text Generation.mp4

005. Embeddings and Semantic Search in Python.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/005. Embeddings and Semantic Search in Python.mp4

004. Embeddings and Semantic Search.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/004. Embeddings and Semantic Search.mp4

003. Sentiment Analysis in Python.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/003. Sentiment Analysis in Python.mp4

002. Sentiment Analysis.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/002. Sentiment Analysis.mp4

001. From RNNs to Attention and Transformers - Intuition.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 3 - Transformers with Hugging Face/001. From RNNs to Attention and Transformers - Intuition.mp4

002. How To Succeed in This Course.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 2 - Getting Set Up/002. How To Succeed in This Course.mp4

001. Where To Get the Code.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 2 - Getting Set Up/001. Where To Get the Code.mp4

002. Special Offer.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 1 - Welcome/002. Special Offer.mp4

001. Introduction and Outline.mp4

Natural Language Processing - Transformers with Hugging Face (2024)/Chapter 1 - Welcome/001. Introduction and Outline.mp4

007. Process query in MCP Client - Connect LLMs and MCP Servers 2.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 9 - MCP Client Deep Dive/007. Process query in MCP Client - Connect LLMs and MCP Servers 2.mp4

006. Process query in MCP Client - Connect LLMs and MCP Servers 1.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 9 - MCP Client Deep Dive/006. Process query in MCP Client - Connect LLMs and MCP Servers 1.mp4

005. Listing and calling prompts from MCP clients to MCP servers.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 9 - MCP Client Deep Dive/005. Listing and calling prompts from MCP clients to MCP servers.mp4

004. Listing and calling resources from MCP clients to MCP servers.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 9 - MCP Client Deep Dive/004. Listing and calling resources from MCP clients to MCP servers.mp4

003. Listing and calling tools from MCP clients to MCP servers.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 9 - MCP Client Deep Dive/003. Listing and calling tools from MCP clients to MCP servers.mp4

002. MCP Client session class.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 9 - MCP Client Deep Dive/002. MCP Client session class.mp4

001. Introduction to MCP Clients.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 9 - MCP Client Deep Dive/001. Introduction to MCP Clients.mp4

006. Connect to MCP Server Streamable HTTP with MCP Client.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 8 - MCP Server Deep Dive - STDIO vs Streamable HTTP/006. Connect to MCP Server Streamable HTTP with MCP Client.mp4

005. Connect to MCP Server Streamable HTTP with MCP Inspector.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 8 - MCP Server Deep Dive - STDIO vs Streamable HTTP/005. Connect to MCP Server Streamable HTTP with MCP Inspector.mp4

004. Put MCP Server in virtual machine.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 8 - MCP Server Deep Dive - STDIO vs Streamable HTTP/004. Put MCP Server in virtual machine.mp4

003. Connect MCP Client to Streamable HTTP MCP Server.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 8 - MCP Server Deep Dive - STDIO vs Streamable HTTP/003. Connect MCP Client to Streamable HTTP MCP Server.mp4

002. Create and host a Streamable HTTP MCP Server in a virtual machine.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 8 - MCP Server Deep Dive - STDIO vs Streamable HTTP/002. Create and host a Streamable HTTP MCP Server in a virtual machine.mp4

001. Introduction to remote MCP servers with Streamable HTTP.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 8 - MCP Server Deep Dive - STDIO vs Streamable HTTP/001. Introduction to remote MCP servers with Streamable HTTP.mp4

003. Deploy MCP Server to package manager like Git.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 7 - MCP Server Deep Dive - Deployment and Publishing/003. Deploy MCP Server to package manager like Git.mp4

002. Create and package an MCP Server.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 7 - MCP Server Deep Dive - Deployment and Publishing/002. Create and package an MCP Server.mp4

001. Introduction to MCP deployment.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 7 - MCP Server Deep Dive - Deployment and Publishing/001. Introduction to MCP deployment.mp4

004. Resources deep dive with inputs.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 6 - MCP Server Deep Dive - Resource and Prompts/004. Resources deep dive with inputs.mp4

003. Resources deep dive.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 6 - MCP Server Deep Dive - Resource and Prompts/003. Resources deep dive.mp4

002. Prompts deep dive.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 6 - MCP Server Deep Dive - Resource and Prompts/002. Prompts deep dive.mp4

001. Introduction to MCP Resources and Prompts.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 6 - MCP Server Deep Dive - Resource and Prompts/001. Introduction to MCP Resources and Prompts.mp4

006. Complex inputs with MCP Servers.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 5 - MCP Server Deep Dive - Tools/006. Complex inputs with MCP Servers.mp4

005. Using MCP Servers with other AI models or web search.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 5 - MCP Server Deep Dive - Tools/005. Using MCP Servers with other AI models or web search.mp4

004. Using MCP Servers to make API calls.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 5 - MCP Server Deep Dive - Tools/004. Using MCP Servers to make API calls.mp4

003. Using MCP Servers to interact with your desktop.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 5 - MCP Server Deep Dive - Tools/003. Using MCP Servers to interact with your desktop.mp4

002. MCP Server and local files 2.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 5 - MCP Server Deep Dive - Tools/002. MCP Server and local files 2.mp4

001. MCP Server and local files 1.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 5 - MCP Server Deep Dive - Tools/001. MCP Server and local files 1.mp4

005. Connect an MCP Client to an MCP Server using NPX.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 4 - MCP Quickstart/005. Connect an MCP Client to an MCP Server using NPX.mp4

004. Connect an MCP Client to an MCP Server locally built.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 4 - MCP Quickstart/004. Connect an MCP Client to an MCP Server locally built.mp4

003. Create a simple MCP Server 2.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 4 - MCP Quickstart/003. Create a simple MCP Server 2.mp4

002. Create a simple MCP Server 1.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 4 - MCP Quickstart/002. Create a simple MCP Server 1.mp4

001. Simple Claude and Airbnb MCP example.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 4 - MCP Quickstart/001. Simple Claude and Airbnb MCP example.mp4

002. Resources.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 3 - MCP Environment Setup/002. Resources.mp4

001. Environment setup.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 3 - MCP Environment Setup/001. Environment setup.mp4

006. Local vs. Remote MCPs - Stdio vs. Streamable HTTP.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 2 - MCP Architecture Overview/006. Local vs. Remote MCPs - Stdio vs. Streamable HTTP.mp4

005. FastMCP vs. lowlevel server.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 2 - MCP Architecture Overview/005. FastMCP vs. lowlevel server.mp4

004. Other MCP primitives (resources and prompts).mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 2 - MCP Architecture Overview/004. Other MCP primitives (resources and prompts).mp4

003. Full MCP client and server workflow chain.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 2 - MCP Architecture Overview/003. Full MCP client and server workflow chain.mp4

002. MCP server deep dive with tools.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 2 - MCP Architecture Overview/002. MCP server deep dive with tools.mp4

001. MCP architecture deep dive with agents and LLMs.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 2 - MCP Architecture Overview/001. MCP architecture deep dive with agents and LLMs.mp4

001. Bonus.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 11 - Bonus/001. Bonus.mp4

006. MCP Client Build Multi MCP Server Example 2.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 10 - MCP End-to-End Builds/006. MCP Client Build Multi MCP Server Example 2.mp4

005. MCP Client Build Multi MCP Server Example 1.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 10 - MCP End-to-End Builds/005. MCP Client Build Multi MCP Server Example 1.mp4

004. MCP Server Build Chess Stats 2.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 10 - MCP End-to-End Builds/004. MCP Server Build Chess Stats 2.mp4

003. MCP Server Build Chess Stats 1.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 10 - MCP End-to-End Builds/003. MCP Server Build Chess Stats 1.mp4

002. MCP Server Build Memory Tracker 2.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 10 - MCP End-to-End Builds/002. MCP Server Build Memory Tracker 2.mp4

001. MCP Server Build Memory Tracker 1.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 10 - MCP End-to-End Builds/001. MCP Server Build Memory Tracker 1.mp4

008. Leave a rating.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 1 - MCP Introduction/008. Leave a rating.mp4

007. Keys to success.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 1 - MCP Introduction/007. Keys to success.mp4

006. About the instructor.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 1 - MCP Introduction/006. About the instructor.mp4

005. Course roadmap.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 1 - MCP Introduction/005. Course roadmap.mp4

004. What is this course.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 1 - MCP Introduction/004. What is this course.mp4

003. What is MCP.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 1 - MCP Introduction/003. What is MCP.mp4

002. History and benefits of MCP.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 1 - MCP Introduction/002. History and benefits of MCP.mp4

001. Why does MCP exist.mp4

MCP Complete Guide – Build and Connect Tools for LLMs (2025)/Chapter 1 - MCP Introduction/001. Why does MCP exist.mp4

003. Code Review Analyst App Part 2 - Backend.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 27 - Project #16 - Code Review Analyst App/003. Code Review Analyst App Part 2 - Backend.mp4

002. Code Review Analyst App Part 1 - Frontend.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 27 - Project #16 - Code Review Analyst App/002. Code Review Analyst App Part 1 - Frontend.mp4

001. Code Review Analyst App - Demo.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 27 - Project #16 - Code Review Analyst App/001. Code Review Analyst App - Demo.mp4

004. Final Execution.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 26 - Project #15 - Customer Care Call Summary Alert OpenAI Zapier NLA/004. Final Execution.mp4

003. Backend Implementation.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 26 - Project #15 - Customer Care Call Summary Alert OpenAI Zapier NLA/003. Backend Implementation.mp4

002. Frontend Implementation.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 26 - Project #15 - Customer Care Call Summary Alert OpenAI Zapier NLA/002. Frontend Implementation.mp4

001. Customer Care Call Summary Alert - Demo.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 26 - Project #15 - Customer Care Call Summary Alert OpenAI Zapier NLA/001. Customer Care Call Summary Alert - Demo.mp4

002. Anaconda Installation.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 4 - Demo and Environment Setup/002. Anaconda Installation.mp4

001. A LangChain Example - Implementation Demo.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 4 - Demo and Environment Setup/001. A LangChain Example - Implementation Demo.mp4

002. Pipeline Creation & Prediction.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 25 - Project #14 - Text to SQL Query - Helper Tool Google Collab LLAMA/002. Pipeline Creation & Prediction.mp4

001. Project Setup & Huggingface Login.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 25 - Project #14 - Text to SQL Query - Helper Tool Google Collab LLAMA/001. Project Setup & Huggingface Login.mp4

002. OpenAI API Key Generation.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 3 - OpenAI Introduction/002. OpenAI API Key Generation.mp4

001. What is OpenAI.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 3 - OpenAI Introduction/001. What is OpenAI.mp4

006. Formatting Output & Download Option.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 24 - Project #13 - Invoice Extraction Bot/006. Formatting Output & Download Option.mp4

005. LLAMA 2 - LLM setup.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 24 - Project #13 - Invoice Extraction Bot/005. LLAMA 2 - LLM setup.mp4

004. Data Extraction.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 24 - Project #13 - Invoice Extraction Bot/004. Data Extraction.mp4

003. Replicate Platform Introduction.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 24 - Project #13 - Invoice Extraction Bot/003. Replicate Platform Introduction.mp4

002. Invoice Extraction Bot - Streamlit Frontend.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 24 - Project #13 - Invoice Extraction Bot/002. Invoice Extraction Bot - Streamlit Frontend.mp4

001. Invoice Extraction Bot - Demo.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 24 - Project #13 - Invoice Extraction Bot/001. Invoice Extraction Bot - Demo.mp4

002. Using LLAMA 2 as LLM & Execution.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 23 - Project #12 - Email Generator Using LLAMA 2 Streamlit App/002. Using LLAMA 2 as LLM & Execution.mp4

001. Email Generator Front End & Module Creation.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 23 - Project #12 - Email Generator Using LLAMA 2 Streamlit App/001. Email Generator Front End & Module Creation.mp4

001. LangChain's Modules Overview.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 5 - LangChain - Models Module Concept/001. LangChain's Modules Overview.mp4

001. LLAMA 2 Introduction.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 22 - LLAMA 2 Introduction/001. LLAMA 2 Introduction.mp4

005. Finetuning Output.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 21 - Project #11 - HR - Resume Screening Assistance/005. Finetuning Output.mp4

004. Push & Pull Data From Pinecone.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 21 - Project #11 - HR - Resume Screening Assistance/004. Push & Pull Data From Pinecone.mp4

003. Loading Documents and Adding Metadata.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 21 - Project #11 - HR - Resume Screening Assistance/003. Loading Documents and Adding Metadata.mp4

002. Resume Screening Assistance Frontend.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 21 - Project #11 - HR - Resume Screening Assistance/002. Resume Screening Assistance Frontend.mp4

001. HR - Resume Screening Assistance - Demo.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 21 - Project #11 - HR - Resume Screening Assistance/001. HR - Resume Screening Assistance - Demo.mp4

005. Output Parsers Walkthrough.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 9 - LangChain - Prompt Module Concept and Implementation Using Python/005. Output Parsers Walkthrough.mp4

004. Adding More Examples To Input Prompt.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 9 - LangChain - Prompt Module Concept and Implementation Using Python/004. Adding More Examples To Input Prompt.mp4

003. Example Selectors Walkthrough.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 9 - LangChain - Prompt Module Concept and Implementation Using Python/003. Example Selectors Walkthrough.mp4

002. Prompt Template Walkthrough.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 9 - LangChain - Prompt Module Concept and Implementation Using Python/002. Prompt Template Walkthrough.mp4

001. Prompts Module Introduction.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 9 - LangChain - Prompt Module Concept and Implementation Using Python/001. Prompts Module Introduction.mp4

008. Viewing Pending Tickets Tab.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 20 - Project #10 - Automatic Ticket Classification Tool/008. Viewing Pending Tickets Tab.mp4

007. Ticket Raising Feature Implementation.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 20 - Project #10 - Automatic Ticket Classification Tool/007. Ticket Raising Feature Implementation.mp4

006. Model Training Process.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 20 - Project #10 - Automatic Ticket Classification Tool/006. Model Training Process.mp4

005. Classification Model Creation.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 20 - Project #10 - Automatic Ticket Classification Tool/005. Classification Model Creation.mp4

004. Organizing Different Pages in Streamlit.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 20 - Project #10 - Automatic Ticket Classification Tool/004. Organizing Different Pages in Streamlit.mp4

003. Chatbot Interaction - Frontend & Backend.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 20 - Project #10 - Automatic Ticket Classification Tool/003. Chatbot Interaction - Frontend & Backend.mp4

002. Upload Documents To Pinecone - Frontend & Backend.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 20 - Project #10 - Automatic Ticket Classification Tool/002. Upload Documents To Pinecone - Frontend & Backend.mp4

001. Automatic Ticket Classification Tool - Demo.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 20 - Project #10 - Automatic Ticket Classification Tool/001. Automatic Ticket Classification Tool - Demo.mp4

004. Let's Build Similar Words Finder Application.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 8 - Project #3 - Find Similar Things App For Kids/004. Let's Build Similar Words Finder Application.mp4

003. Embeddings Example using Python.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 8 - Project #3 - Find Similar Things App For Kids/003. Embeddings Example using Python.mp4

002. Text Embeddings Practical Implementation using Python.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 8 - Project #3 - Find Similar Things App For Kids/002. Text Embeddings Practical Implementation using Python.mp4

001. Text Embedding Walkthrough.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 8 - Project #3 - Find Similar Things App For Kids/001. Text Embedding Walkthrough.mp4

001. HuggingFace Intro & Access Token Generation.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 2 - HuggingFace Introduction/001. HuggingFace Intro & Access Token Generation.mp4

006. Implementing Information Retrieval System.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 19 - Project #9 - Support Chat Bot For Your Website/006. Implementing Information Retrieval System.mp4

005. Handling the Hardcoded Values.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 19 - Project #9 - Support Chat Bot For Your Website/005. Handling the Hardcoded Values.mp4

004. Implementing Backend for Pushing the Data to Pinecone.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 19 - Project #9 - Support Chat Bot For Your Website/004. Implementing Backend for Pushing the Data to Pinecone.mp4

003. Implementing Backend for Scraping the Data.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 19 - Project #9 - Support Chat Bot For Your Website/003. Implementing Backend for Scraping the Data.mp4

002. Implement Frontend for Pushing Data to Pinecone.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 19 - Project #9 - Support Chat Bot For Your Website/002. Implement Frontend for Pushing Data to Pinecone.mp4

001. Support Chat Bot For Your Website Demo.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 19 - Project #9 - Support Chat Bot For Your Website/001. Support Chat Bot For Your Website Demo.mp4

003. Let's Build Simple Conversational Application.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 7 - Project #2 - Simple Conversational App/003. Let's Build Simple Conversational Application.mp4

002. Chat Model Practical Implementation using Python.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 7 - Project #2 - Simple Conversational App/002. Chat Model Practical Implementation using Python.mp4

001. Chat Model Walkthrough.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 7 - Project #2 - Simple Conversational App/001. Chat Model Walkthrough.mp4

004. Youtube Script Writing Tool - Integration.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 18 - Project #8 - Youtube Script Writing Tool/004. Youtube Script Writing Tool - Integration.mp4

003. Youtube Script Writing Tool - Backend.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 18 - Project #8 - Youtube Script Writing Tool/003. Youtube Script Writing Tool - Backend.mp4

002. Youtube Script Writing Tool - Frontend.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 18 - Project #8 - Youtube Script Writing Tool/002. Youtube Script Writing Tool - Frontend.mp4

001. Youtube Script Writing Tool Demo.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 18 - Project #8 - Youtube Script Writing Tool/001. Youtube Script Writing Tool Demo.mp4

003. CSV Data Analysis Tool - Backend.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 17 - Project #7 - CSV Data Analysis Tool/003. CSV Data Analysis Tool - Backend.mp4

002. CSV Data Analysis Tool - Frontend.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 17 - Project #7 - CSV Data Analysis Tool/002. CSV Data Analysis Tool - Frontend.mp4

001. CSV Data Analysis Tool Demo.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 17 - Project #7 - CSV Data Analysis Tool/001. CSV Data Analysis Tool Demo.mp4

001. Agents Overview.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 16 - LangChain - Agents Module Concept/001. Agents Overview.mp4

003. Utility Chains.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 15 - LangChain - Chains Module Concept/003. Utility Chains.mp4

002. Generic Chains.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 15 - LangChain - Chains Module Concept/002. Generic Chains.mp4

001. Chains Overview.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 15 - LangChain - Chains Module Concept/001. Chains Overview.mp4

004. Creating Structured Output.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 14 - Project #6 - Quiz MCQ Creator App/004. Creating Structured Output.mp4

003. Retrieving Answer.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 14 - Project #6 - Quiz MCQ Creator App/003. Retrieving Answer.mp4

002. Generate Embeddings & Store Them.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 14 - Project #6 - Quiz MCQ Creator App/002. Generate Embeddings & Store Them.mp4

001. Loading Documents & Creating Chunks.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 14 - Project #6 - Quiz MCQ Creator App/001. Loading Documents & Creating Chunks.mp4

003. Data Connection Module - Python Implementation Part 2.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 13 - LangChain - Data Connection Module Concept/003. Data Connection Module - Python Implementation Part 2.mp4

002. Data Connection Module - Python Implementation Part 1.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 13 - LangChain - Data Connection Module Concept/002. Data Connection Module - Python Implementation Part 1.mp4

001. Data Connection Module Introduction.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 13 - LangChain - Data Connection Module Concept/001. Data Connection Module Introduction.mp4

007. Conversation Summarization & API Key Feature.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 12 - Project #5 - ChatGPT Clone with Summarization Option/007. Conversation Summarization & API Key Feature.mp4

006. Implementing Chatbot Conversational View.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 12 - Project #5 - ChatGPT Clone with Summarization Option/006. Implementing Chatbot Conversational View.mp4

005. Passing Dynamic Data.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 12 - Project #5 - ChatGPT Clone with Summarization Option/005. Passing Dynamic Data.mp4

004. Modularizing the Code.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 12 - Project #5 - ChatGPT Clone with Summarization Option/004. Modularizing the Code.mp4

003. Implementing the Frontend.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 12 - Project #5 - ChatGPT Clone with Summarization Option/003. Implementing the Frontend.mp4

002. Setting Up the Project.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 12 - Project #5 - ChatGPT Clone with Summarization Option/002. Setting Up the Project.mp4

001. ChatGPT Clone Demo.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 12 - Project #5 - ChatGPT Clone with Summarization Option/001. ChatGPT Clone Demo.mp4

004. Let's Build Simple Question Answering Application.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 6 - Project #1 - Simple Question and Answer App/004. Let's Build Simple Question Answering Application.mp4

003. Project Environment Setup.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 6 - Project #1 - Simple Question and Answer App/003. Project Environment Setup.mp4

002. LLM Practical Implementation using Python.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 6 - Project #1 - Simple Question and Answer App/002. LLM Practical Implementation using Python.mp4

001. LLMs Walkthrough & HuggingFace Token Generation.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 6 - Project #1 - Simple Question and Answer App/001. LLMs Walkthrough & HuggingFace Token Generation.mp4

002. Different Types of Memory.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 11 - LangChain - Memory Module Concept/002. Different Types of Memory.mp4

001. Importance of Memory in LLM Powered Apps.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 11 - LangChain - Memory Module Concept/001. Importance of Memory in LLM Powered Apps.mp4

005. Adding Examples - Kids, Adult & Senior Citizen.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 10 - Project #4 - Marketing Campaign App/005. Adding Examples - Kids, Adult & Senior Citizen.mp4

004. Modularization of Code.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 10 - Project #4 - Marketing Campaign App/004. Modularization of Code.mp4

003. Integration of Frontend & Backend.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 10 - Project #4 - Marketing Campaign App/003. Integration of Frontend & Backend.mp4

002. Building the App's Frontend.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 10 - Project #4 - Marketing Campaign App/002. Building the App's Frontend.mp4

001. Convert Jupyter Notebook to Python Script.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 10 - Project #4 - Marketing Campaign App/001. Convert Jupyter Notebook to Python Script.mp4

003. Let's Understand the LangChain Benefits.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 1 - LangChain Introduction/003. Let's Understand the LangChain Benefits.mp4

002. What is LangChain.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 1 - LangChain Introduction/002. What is LangChain.mp4

001. What You'll Get In This Course.mp4

LangChain Masterclass - Build 15 OpenAI and LLAMA 2 LLM Apps Using Python (2023)/Chapter 1 - LangChain Introduction/001. What You'll Get In This Course.mp4

006. Running No code open source LLMs locally.mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 2 - Advanced Usage and API Integrations/006. Running No code open source LLMs locally.mp4

006. Running No code open source LLMs locally (1).mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 2 - Advanced Usage and API Integrations/006. Running No code open source LLMs locally (1).mp4

005. Open source llama3 model with web interface in Python.mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 2 - Advanced Usage and API Integrations/005. Open source llama3 model with web interface in Python.mp4

005. Open source llama3 model with web interface in Python (1).mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 2 - Advanced Usage and API Integrations/005. Open source llama3 model with web interface in Python (1).mp4

004. Introduction to function calling with ChatGPT models in Python.mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 2 - Advanced Usage and API Integrations/004. Introduction to function calling with ChatGPT models in Python.mp4

004. Introduction to function calling with ChatGPT models in Python (1).mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 2 - Advanced Usage and API Integrations/004. Introduction to function calling with ChatGPT models in Python (1).mp4

003. Streaming openai chatgpt responses with Python low code.mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 2 - Advanced Usage and API Integrations/003. Streaming openai chatgpt responses with Python low code.mp4

003. Streaming openai chatgpt responses with Python low code (1).mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 2 - Advanced Usage and API Integrations/003. Streaming openai chatgpt responses with Python low code (1).mp4

002. Exploring the official openai API endpoint using Python.mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 2 - Advanced Usage and API Integrations/002. Exploring the official openai API endpoint using Python.mp4

002. Exploring the official openai API endpoint using Python (1).mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 2 - Advanced Usage and API Integrations/002. Exploring the official openai API endpoint using Python (1).mp4

001. Open Source LLM streaming responses locally with Python API calls.mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 2 - Advanced Usage and API Integrations/001. Open Source LLM streaming responses locally with Python API calls.mp4

001. Open Source LLM streaming responses locally with Python API calls (1).mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 2 - Advanced Usage and API Integrations/001. Open Source LLM streaming responses locally with Python API calls (1).mp4

007. A different way to use local server API endpoint for open source LLMs with Python.mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 1 - Setting Up and Exploring Local LLMs/007. A different way to use local server API endpoint for open source LLMs with Python.mp4

007. A different way to use local server API endpoint for open source LLMs with Python (1).mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 1 - Setting Up and Exploring Local LLMs/007. A different way to use local server API endpoint for open source LLMs with Python (1).mp4

006. Exploring the local Server API endpoint of our open-source model.mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 1 - Setting Up and Exploring Local LLMs/006. Exploring the local Server API endpoint of our open-source model.mp4

006. Exploring the local Server API endpoint of our open-source model (1).mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 1 - Setting Up and Exploring Local LLMs/006. Exploring the local Server API endpoint of our open-source model (1).mp4

005. Download python and set env variable in your code editor.mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 1 - Setting Up and Exploring Local LLMs/005. Download python and set env variable in your code editor.mp4

005. Download python and set env variable in your code editor (1).mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 1 - Setting Up and Exploring Local LLMs/005. Download python and set env variable in your code editor (1).mp4

004. Openai API preparations.mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 1 - Setting Up and Exploring Local LLMs/004. Openai API preparations.mp4

004. Openai API preparations (1).mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 1 - Setting Up and Exploring Local LLMs/004. Openai API preparations (1).mp4

003. Running open-source models without code locally in the command line.mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 1 - Setting Up and Exploring Local LLMs/003. Running open-source models without code locally in the command line.mp4

003. Running open-source models without code locally in the command line (1).mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 1 - Setting Up and Exploring Local LLMs/003. Running open-source models without code locally in the command line (1).mp4

002. No code chat with open-source models locally for free.mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 1 - Setting Up and Exploring Local LLMs/002. No code chat with open-source models locally for free.mp4

002. No code chat with open-source models locally for free (1).mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 1 - Setting Up and Exploring Local LLMs/002. No code chat with open-source models locally for free (1).mp4

001. Download the required Software for the course.mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 1 - Setting Up and Exploring Local LLMs/001. Download the required Software for the course.mp4

001. Download the required Software for the course (1).mp4

Harnessing Open Source LLMs and ChatGPT with Minimal Code (2024)/Chapter 1 - Setting Up and Exploring Local LLMs/001. Download the required Software for the course (1).mp4

004. Adding ElevenLab Voice Generated Reading the Response Back to Us.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 9 - Final RAG System with Ollama and Voice Response/004. Adding ElevenLab Voice Generated Reading the Response Back to Us.mp4

003. Ollama Voice RAG System - Working!.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 9 - Final RAG System with Ollama and Voice Response/003. Ollama Voice RAG System - Working!.mp4

002. Setup EleveLabs API Key and Load and Summarize the Document.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 9 - Final RAG System with Ollama and Voice Response/002. Setup EleveLabs API Key and Load and Summarize the Document.mp4

001. Voice RAG System - Overview.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 9 - Final RAG System with Ollama and Voice Response/001. Voice RAG System - Overview.mp4

004. Tools Calling LLM Application - Final Product.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 8 - Ollama Tool Function Calling - Hands-on/004. Tools Calling LLM Application - Final Product.mp4

003. Categorize Items Using the Model and Setup the Tools List.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 8 - Ollama Tool Function Calling - Hands-on/003. Categorize Items Using the Model and Setup the Tools List.mp4

002. Setup Tool Function Calling Application.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 8 - Ollama Tool Function Calling - Hands-on/002. Setup Tool Function Calling Application.mp4

001. Function Calling (Tools) Overview.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 8 - Ollama Tool Function Calling - Hands-on/001. Function Calling (Tools) Overview.mp4

008. RAG System - Streamlit UI.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 7 - Building LLM Applications with Ollama Models/008. RAG System - Streamlit UI.mp4

007. RAG System - Cleaner Code.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 7 - Building LLM Applications with Ollama Models/007. RAG System - Cleaner Code.mp4

006. RAG System - Retrieval and Querying.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 7 - Building LLM Applications with Ollama Models/006. RAG System - Retrieval and Querying.mp4

005. Setup RAG System - Document Ingestion & Vector Database Creation and Embedding.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 7 - Building LLM Applications with Ollama Models/005. Setup RAG System - Document Ingestion & Vector Database Creation and Embedding.mp4

004. PDF RAG System Overview - What We'll Build.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 7 - Building LLM Applications with Ollama Models/004. PDF RAG System Overview - What We'll Build.mp4

003. Deep Dive into Vectorstore and Embeddings - The Whole Picture - Crash Course.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 7 - Building LLM Applications with Ollama Models/003. Deep Dive into Vectorstore and Embeddings - The Whole Picture - Crash Course.mp4

002. Building RAG Systems with Ollama - RAG & LangChain Overview.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 7 - Building LLM Applications with Ollama Models/002. Building RAG Systems with Ollama - RAG & LangChain Overview.mp4

001. Hands-on - Build a LLM App - Grocery List Categorizer.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 7 - Building LLM Applications with Ollama Models/001. Hands-on - Build a LLM App - Grocery List Categorizer.mp4

006. Create a Custom Model in Code.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 6 - Ollama Python Library - Using Python to Interact with Ollama Models/006. Create a Custom Model in Code.mp4

005. Using Ollama show Function.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 6 - Ollama Python Library - Using Python to Interact with Ollama Models/005. Using Ollama show Function.mp4

004. Chat Example with Streaming.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 6 - Ollama Python Library - Using Python to Interact with Ollama Models/004. Chat Example with Streaming.mp4

003. Ollama Python Library - Chatting with a Model.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 6 - Ollama Python Library - Using Python to Interact with Ollama Models/003. Ollama Python Library - Chatting with a Model.mp4

002. Interact with Llama3 in Python Using Ollama REST API - .mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 6 - Ollama Python Library - Using Python to Interact with Ollama Models/002. Interact with Llama3 in Python Using Ollama REST API - .mp4

001. The Ollama Python Library for Building LLM Local Applic.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 6 - Ollama Python Library - Using Python to Interact with Ollama Models/001. The Ollama Python Library for Building LLM Local Applic.mp4

002. Ollama Model Running Under Msty App - Frontend Tool - RAG System Chat with Docs.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 5 - Ollama - User Interfaces for Ollama Models/002. Ollama Model Running Under Msty App - Frontend Tool - RAG System Chat with Docs.mp4

001. Different Ways to Interact with Ollama Models - Overview.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 5 - Ollama - User Interfaces for Ollama Models/001. Different Ways to Interact with Ollama Models - Overview.mp4

006. Ollama Models Support Different Tasks - Summary.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 4 - Ollama CLI Commands and the REST API - Hands-on/006. Ollama Models Support Different Tasks - Summary.mp4

005. Ollama REST API - Request JSON Mode.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 4 - Ollama CLI Commands and the REST API - Hands-on/005. Ollama REST API - Request JSON Mode.mp4

004. Ollama REST API - Generate and Chat Endpoints.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 4 - Ollama CLI Commands and the REST API - Hands-on/004. Ollama REST API - Generate and Chat Endpoints.mp4

003. Summarization and Sentiment Analysis & Customizing Our Model with the Model.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 4 - Ollama CLI Commands and the REST API - Hands-on/003. Summarization and Sentiment Analysis & Customizing Our Model with the Model.mp4

002. Pull in the Llava Multimodal Model and Caption an Image.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 4 - Ollama CLI Commands and the REST API - Hands-on/002. Pull in the Llava Multimodal Model and Caption an Image.mp4

001. Ollama Commands - Pull and Testing a Model.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 4 - Ollama CLI Commands and the REST API - Hands-on/001. Ollama Commands - Pull and Testing a Model.mp4

007. Understanding Parameters and Disk Size and Computational Resources Need.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 3 - Ollama Deep Dive - Introduction to Ollama and Setup/007. Understanding Parameters and Disk Size and Computational Resources Need.mp4

006. Ollama Model Parameters Deep Dive.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 3 - Ollama Deep Dive - Introduction to Ollama and Setup/006. Ollama Model Parameters Deep Dive.mp4

005. Ollama Models Page - Full Overview.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 3 - Ollama Deep Dive - Introduction to Ollama and Setup/005. Ollama Models Page - Full Overview.mp4

004. Download and Setup Ollama and Llam3.2 Model - Hands-on & Testing.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 3 - Ollama Deep Dive - Introduction to Ollama and Setup/004. Download and Setup Ollama and Llam3.2 Model - Hands-on & Testing.mp4

003. System Requirements & Ollama Setup - Overview.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 3 - Ollama Deep Dive - Introduction to Ollama and Setup/003. System Requirements & Ollama Setup - Overview.mp4

002. Ollama Key Features and Use Cases.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 3 - Ollama Deep Dive - Introduction to Ollama and Setup/002. Ollama Key Features and Use Cases.mp4

001. Ollama Deep Dive - Ollama Overview - What is Ollama and Advantages.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 3 - Ollama Deep Dive - Introduction to Ollama and Setup/001. Ollama Deep Dive - Ollama Overview - What is Ollama and Advantages.mp4

001. Development Environment Setup.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 2 - Development Environment Setup/001. Development Environment Setup.mp4

001. Wrap Up - What's Next.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 10 - Wrap Up/001. Wrap Up - What's Next.mp4

003. Please WATCH this DEMO.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 1 - Introduction/003. Please WATCH this DEMO.mp4

002. Course Prerequisites.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 1 - Introduction/002. Course Prerequisites.mp4

001. Introduction & What Will You Learn.mp4

Harnessing Ollama - Create Secure Local LLM Solutions with Python (2024)/Chapter 1 - Introduction/001. Introduction & What Will You Learn.mp4

001. Course Summary and Next Steps.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 6 - Next Steps/001. Course Summary and Next Steps.mp4

003. Scale with the Approximate Nearest Neighbor Search - HNSW vs Cosi.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 5 - Hands-on - Application and Real-world Use Cases of Embeddings/003. Scale with the Approximate Nearest Neighbor Search - HNSW vs Cosi.mp4

002. Build Your RAG System with the StackOverflow Data.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 5 - Hands-on - Application and Real-world Use Cases of Embeddings/002. Build Your RAG System with the StackOverflow Data.mp4

001. Cluster Visualization of StackOverflow Question and Answers in 2D.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 5 - Hands-on - Application and Real-world Use Cases of Embeddings/001. Cluster Visualization of StackOverflow Question and Answers in 2D.mp4

006. Hands-on - Transcript Summarization and Extraction.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 4 - Text Generation with Vertex AI Text Embedding API/006. Hands-on - Transcript Summarization and Extraction.mp4

005. Hands-on - TopK and TopP.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 4 - Text Generation with Vertex AI Text Embedding API/005. Hands-on - TopK and TopP.mp4

004. Hands-on - Controlling Temperature for the Model.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 4 - Text Generation with Vertex AI Text Embedding API/004. Hands-on - Controlling Temperature for the Model.mp4

003. Hands-on - Extract Information into Tables and JSON Formats.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 4 - Text Generation with Vertex AI Text Embedding API/003. Hands-on - Extract Information into Tables and JSON Formats.mp4

002. Hands-on - Text Generation - Classification Use Case.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 4 - Text Generation with Vertex AI Text Embedding API/002. Hands-on - Text Generation - Classification Use Case.mp4

001. TextGenerationModel - Generating Text Using Bison Model.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 4 - Text Generation with Vertex AI Text Embedding API/001. TextGenerationModel - Generating Text Using Bison Model.mp4

010. Summary.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 3 - Vertex AI Text Embedding API and Embeddings Crash Course - Deep Dive/010. Summary.mp4

009. Hands-on - Visualize Embeddings.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 3 - Vertex AI Text Embedding API and Embeddings Crash Course - Deep Dive/009. Hands-on - Visualize Embeddings.mp4

008. Hands-on - Run Cosine Similarity Search on Different Sente.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 3 - Vertex AI Text Embedding API and Embeddings Crash Course - Deep Dive/008. Hands-on - Run Cosine Similarity Search on Different Sente.mp4

007. Hands-on - Embeddings Length - Dimension.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 3 - Vertex AI Text Embedding API and Embeddings Crash Course - Deep Dive/007. Hands-on - Embeddings Length - Dimension.mp4

006. Multimodal Embeddings Diagram.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 3 - Vertex AI Text Embedding API and Embeddings Crash Course - Deep Dive/006. Multimodal Embeddings Diagram.mp4

005. Task Types and Benefits.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 3 - Vertex AI Text Embedding API and Embeddings Crash Course - Deep Dive/005. Task Types and Benefits.mp4

004. The Embeddings API - Text vs Multimodal Embeddings - Overv.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 3 - Vertex AI Text Embedding API and Embeddings Crash Course - Deep Dive/004. The Embeddings API - Text vs Multimodal Embeddings - Overv.mp4

003. How are Embeddings Used in GenAI and LLMs and Use Cases.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 3 - Vertex AI Text Embedding API and Embeddings Crash Course - Deep Dive/003. How are Embeddings Used in GenAI and LLMs and Use Cases.mp4

002. OPTIONAL - Embeddings Crash Course.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 3 - Vertex AI Text Embedding API and Embeddings Crash Course - Deep Dive/002. OPTIONAL - Embeddings Crash Course.mp4

001. Introduction to Vertex AI and Capabilities - Overview.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 3 - Vertex AI Text Embedding API and Embeddings Crash Course - Deep Dive/001. Introduction to Vertex AI and Capabilities - Overview.mp4

003. Hands-on - Testing the Vertex AI - Generated a Sentence Embedding.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 2 - Development Environment Setup and Google Cloud Platform Setup/003. Hands-on - Testing the Vertex AI - Generated a Sentence Embedding.mp4

002. Google Cloud Setup.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 2 - Development Environment Setup and Google Cloud Platform Setup/002. Google Cloud Setup.mp4

001. Development Environment Setup and API Costs - Overview.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 2 - Development Environment Setup and Google Cloud Platform Setup/001. Development Environment Setup and API Costs - Overview.mp4

002. Course Structure.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 1 - Introduction/002. Course Structure.mp4

001. Introduction and About the Course - Prerequisites.mp4

Harnessing LLMs and Text-Embeddings API with Google Vertex AI (2024)/Chapter 1 - Introduction/001. Introduction and About the Course - Prerequisites.mp4

017. Test WebApp Blazor Search Page for Semantic Search.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/017. Test WebApp Blazor Search Page for Semantic Search.mp4

016. Blazor FrontEnd Search Page Development.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/016. Blazor FrontEnd Search Page Development.mp4

015. Test Search Endpoints from Catalog Microservices.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/015. Test Search Endpoints from Catalog Microservices.mp4

014. Develop Search Endpoints in ProductEndpoints.cs for Seman.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/014. Develop Search Endpoints in ProductEndpoints.cs for Seman.mp4

013. Develop ProductAIService.cs for Semantic Search Implement.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/013. Develop ProductAIService.cs for Semantic Search Implement.mp4

012. Develop Traditional Search in ProductService.cs Business .mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/012. Develop Traditional Search in ProductService.cs Business .mp4

011. Develop ProductVector Domain Entity for Storing Vector Da.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/011. Develop ProductVector Domain Entity for Storing Vector Da.mp4

010. Register EmbeddingGenerator Services in CatalogProgram.cs.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/010. Register EmbeddingGenerator Services in CatalogProgram.cs.mp4

009. Register Qdrant Client Services into .NET DI Services in .mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/009. Register Qdrant Client Services into .NET DI Services in .mp4

008. Client Integration Packages for Qdrant and Extensions.Vec.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/008. Client Integration Packages for Qdrant and Extensions.Vec.mp4

007. Add Qdrant Vector Database into .NET Aspire Distributed E.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/007. Add Qdrant Vector Database into .NET Aspire Distributed E.mp4

006. Develop Chat UI Pages to Consume Support Endpoint.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/006. Develop Chat UI Pages to Consume Support Endpoint.mp4

005. Develop ProductEndpoints Support Query Endpoint for Chat .mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/005. Develop ProductEndpoints Support Query Endpoint for Chat .mp4

004. Develop ProductAIService.cs Class for Business Layer - Cu.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/004. Develop ProductAIService.cs Class for Business Layer - Cu.mp4

003. Add Chat Capability in EShop Integrate GitHub Models Open.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/003. Add Chat Capability in EShop Integrate GitHub Models Open.mp4

002. Starting Point - EShop Distributed Microservices Architec.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/002. Starting Point - EShop Distributed Microservices Architec.mp4

001. Introduction - EShop Vector Search w .NET Aspire, gpt-5-m.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 9 - Build Eshop Vector Search App w .NET Aspire, gpt-5-mini and Qdrant Vector DB/001. Introduction - EShop Vector Search w .NET Aspire, gpt-5-m.mp4

005. Build Image Analysis App w .NET and Ollama Llava.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 8 - Image Analysis Apps w .NET AI/005. Build Image Analysis App w .NET and Ollama Llava.mp4

004. Download Llava Vision Model for Ollama.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 8 - Image Analysis Apps w .NET AI/004. Download Llava Vision Model for Ollama.mp4

003. Analysis Traffic Cams with Structured Output.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 8 - Image Analysis Apps w .NET AI/003. Analysis Traffic Cams with Structured Output.mp4

002. Build Image Analysis App w .NET and GH Models - OpenAI gpt-5-mini.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 8 - Image Analysis Apps w .NET AI/002. Build Image Analysis App w .NET and GH Models - OpenAI gpt-5-mini.mp4

001. Image Recognition with .NET and MEAI.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 8 - Image Analysis Apps w .NET AI/001. Image Recognition with .NET and MEAI.mp4

010. Add Qdrant Vector Database into Our RAG Chat App w .NET Aspire.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 7 - Retrieval Augmented Generation (RAG) Application w .NET AI/010. Add Qdrant Vector Database into Our RAG Chat App w .NET Aspire.mp4

009. Build .NET Chat App w RAG Template Using Ollama and all-minilm.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 7 - Retrieval Augmented Generation (RAG) Application w .NET AI/009. Build .NET Chat App w RAG Template Using Ollama and all-minilm.mp4

008. Extend RAG Chat App Functionality with Function Calling Tool.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 7 - Retrieval Augmented Generation (RAG) Application w .NET AI/008. Extend RAG Chat App Functionality with Function Calling Tool.mp4

007. Extend RAG Chat App with Your Own Documents - Ingest and Embeddings Custom .mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 7 - Retrieval Augmented Generation (RAG) Application w .NET AI/007. Extend RAG Chat App with Your Own Documents - Ingest and Embeddings Custom .mp4

006. Run & Test .NET Chat App RAG Solution.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 7 - Retrieval Augmented Generation (RAG) Application w .NET AI/006. Run & Test .NET Chat App RAG Solution.mp4

005. Explore .NET Chat App RAG Solution.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 7 - Retrieval Augmented Generation (RAG) Application w .NET AI/005. Explore .NET Chat App RAG Solution.mp4

004. Build .NET Chat App w RAG Template.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 7 - Retrieval Augmented Generation (RAG) Application w .NET AI/004. Build .NET Chat App w RAG Template.mp4

003. How Does Retrieval-Augmented Generation (RAG) Work.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 7 - Retrieval Augmented Generation (RAG) Application w .NET AI/003. How Does Retrieval-Augmented Generation (RAG) Work.mp4

002. Why Need Retrieval-Augmented Generation (RAG) Why Is RAG Important.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 7 - Retrieval Augmented Generation (RAG) Application w .NET AI/002. Why Need Retrieval-Augmented Generation (RAG) Why Is RAG Important.mp4

001. What Is Retrieval-Augmented Generation (RAG).mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 7 - Retrieval Augmented Generation (RAG) Application w .NET AI/001. What Is Retrieval-Augmented Generation (RAG).mp4

009. Develop .NET AI Vector Search App w Ollama and all-minilm Embedding Mod.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 6 - .NET AI Vector Search Using Vector Embeddings and Vector Store/009. Develop .NET AI Vector Search App w Ollama and all-minilm Embedding Mod.mp4

008. Create Query Embedding and Perform Vector Search.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 6 - .NET AI Vector Search Using Vector Embeddings and Vector Store/008. Create Query Embedding and Perform Vector Search.mp4

007. Generate Embeddings and Store in In-Memory Vector Store.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 6 - .NET AI Vector Search Using Vector Embeddings and Vector Store/007. Generate Embeddings and Store in In-Memory Vector Store.mp4

006. Develop Vector Data Entity and Populate Data.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 6 - .NET AI Vector Search Using Vector Embeddings and Vector Store/006. Develop Vector Data Entity and Populate Data.mp4

005. Create VectorSearch App and Install Packages.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 6 - .NET AI Vector Search Using Vector Embeddings and Vector Store/005. Create VectorSearch App and Install Packages.mp4

004. NET AI Vector Search w Extensions.VectorData.Abstractions.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 6 - .NET AI Vector Search Using Vector Embeddings and Vector Store/004. NET AI Vector Search w Extensions.VectorData.Abstractions.mp4

003. What Is a Vector Database.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 6 - .NET AI Vector Search Using Vector Embeddings and Vector Store/003. What Is a Vector Database.mp4

002. Generate Embeddings and Calculate Similarity w CosineSimilarity.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 6 - .NET AI Vector Search Using Vector Embeddings and Vector Store/002. Generate Embeddings and Calculate Similarity w CosineSimilarity.mp4

001. What Are Vectors and Vector Embeddings.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 6 - .NET AI Vector Search Using Vector Embeddings and Vector Store/001. What Are Vectors and Vector Embeddings.mp4

010. Invoke .NET Functions Using GH gpt-5-mini Model.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 5 - Chat, Text Completions, Analysis and Function Calling w .NET/010. Invoke .NET Functions Using GH gpt-5-mini Model.mp4

009. Function Calling in Large Language Models (LLMs).mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 5 - Chat, Text Completions, Analysis and Function Calling w .NET/009. Function Calling in Large Language Models (LLMs).mp4

008. Run LLM Use Cases with Local Ollama llama3.2 Model.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 5 - Chat, Text Completions, Analysis and Function Calling w .NET/008. Run LLM Use Cases with Local Ollama llama3.2 Model.mp4

007. Text Completion LLM with Local Ollama llama3.2 Model.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 5 - Chat, Text Completions, Analysis and Function Calling w .NET/007. Text Completion LLM with Local Ollama llama3.2 Model.mp4

006. Build AI Chat App with .NET and gpt-5-mini Model.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 5 - Chat, Text Completions, Analysis and Function Calling w .NET/006. Build AI Chat App with .NET and gpt-5-mini Model.mp4

005. Structured Output in LLM for Data Extraction Use Case.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 5 - Chat, Text Completions, Analysis and Function Calling w .NET/005. Structured Output in LLM for Data Extraction Use Case.mp4

004. Classification, Summarization, Sentiment Analysis LLM Other Use Cases.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 5 - Chat, Text Completions, Analysis and Function Calling w .NET/004. Classification, Summarization, Sentiment Analysis LLM Other Use Cases.mp4

003. Streaming LLM Text Completion.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 5 - Chat, Text Completions, Analysis and Function Calling w .NET/003. Streaming LLM Text Completion.mp4

002. Text Completion LLM with GitHub Models OpenAI gpt-5-mini Model.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 5 - Chat, Text Completions, Analysis and Function Calling w .NET/002. Text Completion LLM with GitHub Models OpenAI gpt-5-mini Model.mp4

001. Create .NET Solution for Developing AI Projects.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 5 - Chat, Text Completions, Analysis and Function Calling w .NET/001. Create .NET Solution for Developing AI Projects.mp4

006. Download Ollama and llama3.2, all-minilm Models with Docker.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 4 - Setup LLM Providers - GitHub Models, Ollama, Azure AI Foundry/006. Download Ollama and llama3.2, all-minilm Models with Docker.mp4

005. Ollama – Run LLMs Locally.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 4 - Setup LLM Providers - GitHub Models, Ollama, Azure AI Foundry/005. Ollama – Run LLMs Locally.mp4

004. Create Access Token for GitHub Models.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 4 - Setup LLM Providers - GitHub Models, Ollama, Azure AI Foundry/004. Create Access Token for GitHub Models.mp4

003. GitHub Models.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 4 - Setup LLM Providers - GitHub Models, Ollama, Azure AI Foundry/003. GitHub Models.mp4

002. Azure OpenAI from Azure AI Foundry and OpenAI Platform (Paid Services).mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 4 - Setup LLM Providers - GitHub Models, Ollama, Azure AI Foundry/002. Azure OpenAI from Azure AI Foundry and OpenAI Platform (Paid Services).mp4

001. Which AI Provider Should I Use for This Course.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 4 - Setup LLM Providers - GitHub Models, Ollama, Azure AI Foundry/001. Which AI Provider Should I Use for This Course.mp4

004. Semantic Kernel for .NET.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 3 - .NET + AI Ecosystem - AI Development Tools and Libraries for .NET/004. Semantic Kernel for .NET.mp4

003. Unified AI Building Blocks - Microsoft.Extensions.AI (MEAI).mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 3 - .NET + AI Ecosystem - AI Development Tools and Libraries for .NET/003. Unified AI Building Blocks - Microsoft.Extensions.AI (MEAI).mp4

002. AI Frameworks and SDKs for .NET.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 3 - .NET + AI Ecosystem - AI Development Tools and Libraries for .NET/002. AI Frameworks and SDKs for .NET.mp4

001. Why Choose .NET to Build AI Applications.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 3 - .NET + AI Ecosystem - AI Development Tools and Libraries for .NET/001. Why Choose .NET to Build AI Applications.mp4

005. What Is Prompt and Prompt Engineering.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 2 - GenAI Concepts - LLM, Token, SLM, Prompt Engineering/005. What Is Prompt and Prompt Engineering.mp4

004. What Are Small Language Models (SLMs).mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 2 - GenAI Concepts - LLM, Token, SLM, Prompt Engineering/004. What Are Small Language Models (SLMs).mp4

003. What Is Token and Tokenization.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 2 - GenAI Concepts - LLM, Token, SLM, Prompt Engineering/003. What Is Token and Tokenization.mp4

002. How Large Language Models (LLMs) Work.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 2 - GenAI Concepts - LLM, Token, SLM, Prompt Engineering/002. How Large Language Models (LLMs) Work.mp4

001. What Are Large Language Models (LLMs).mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 2 - GenAI Concepts - LLM, Token, SLM, Prompt Engineering/001. What Are Large Language Models (LLMs).mp4

001. Thanks.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 10 - Thanks/001. Thanks.mp4

003. Course Projects - Chat, Text Analysis, Vector Search, RAG, EShop Vector Search.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 1 - Introduction/003. Course Projects - Chat, Text Analysis, Vector Search, RAG, EShop Vector Search.mp4

002. Prerequisites, Source Code and Course Slides.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 1 - Introduction/002. Prerequisites, Source Code and Course Slides.mp4

001. Introduction.mp4

GenAI for .NET - Build LLM Apps with OpenAI and Ollama (2026)/Chapter 1 - Introduction/001. Introduction.mp4

006. Updating Prompts, Datasets, and Deployments.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 9 - Keeping it Fresh – Monitoring and Improving/006. Updating Prompts, Datasets, and Deployments.mp4

005. Model Drift - When Taste Changes Over Time.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 9 - Keeping it Fresh – Monitoring and Improving/005. Model Drift - When Taste Changes Over Time.mp4

004. AB Testing - Which Dessert Wins.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 9 - Keeping it Fresh – Monitoring and Improving/004. AB Testing - Which Dessert Wins.mp4

003. Logging and Monitoring - Smart Kitchen Cameras.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 9 - Keeping it Fresh – Monitoring and Improving/003. Logging and Monitoring - Smart Kitchen Cameras.mp4

002. Feedback Loops - Like Yelp Reviews for AI.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 9 - Keeping it Fresh – Monitoring and Improving/002. Feedback Loops - Like Yelp Reviews for AI.mp4

001. Introduction to Keeping it Fresh – Monitoring and Improving.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 9 - Keeping it Fresh – Monitoring and Improving/001. Introduction to Keeping it Fresh – Monitoring and Improving.mp4

006. Project - Build a Fully Functional LLM App with a Custom Interface.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 8 - Building LLM-powered Apps – Your Own Food Truck/006. Project - Build a Fully Functional LLM App with a Custom Interface.mp4

005. Chaining with LangChain - The AI Assembly Line.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 8 - Building LLM-powered Apps – Your Own Food Truck/005. Chaining with LangChain - The AI Assembly Line.mp4

004. LLM + Database - The Smart Menu.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 8 - Building LLM-powered Apps – Your Own Food Truck/004. LLM + Database - The Smart Menu.mp4

003. No-Code Tools - LangChain Templates, GPT Builder, Voiceflow.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 8 - Building LLM-powered Apps – Your Own Food Truck/003. No-Code Tools - LangChain Templates, GPT Builder, Voiceflow.mp4

002. App Use Cases - Chatbots, Summarizers, Recommenders.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 8 - Building LLM-powered Apps – Your Own Food Truck/002. App Use Cases - Chatbots, Summarizers, Recommenders.mp4

001. Introduction to Building LLM-powered Apps – Your Own Food Truck.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 8 - Building LLM-powered Apps – Your Own Food Truck/001. Introduction to Building LLM-powered Apps – Your Own Food Truck.mp4

006. Scaling and Monitoring - Keeping the Buffet Running Smoothly.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 7 - Serving Your Dish – Deploying LLMs/006. Scaling and Monitoring - Keeping the Buffet Running Smoothly.mp4

005. Hosting Options - Hugging Face Spaces, AWS, GCP.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 7 - Serving Your Dish – Deploying LLMs/005. Hosting Options - Hugging Face Spaces, AWS, GCP.mp4

004. Using GradioStreamlit for Demo UIs - (Food Truck Presentation).mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 7 - Serving Your Dish – Deploying LLMs/004. Using GradioStreamlit for Demo UIs - (Food Truck Presentation).mp4

003. Creating APIs using FastAPI or Flask.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 7 - Serving Your Dish – Deploying LLMs/003. Creating APIs using FastAPI or Flask.mp4

002. What is Deployment – Opening a Pop-Up Restaurant.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 7 - Serving Your Dish – Deploying LLMs/002. What is Deployment – Opening a Pop-Up Restaurant.mp4

001. Introduction to Serving Your Dish – Deploying LLMs.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 7 - Serving Your Dish – Deploying LLMs/001. Introduction to Serving Your Dish – Deploying LLMs.mp4

006. Bias Detection - Catering to Different Dietary Preferences.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 6 - Evaluating LLMs – Taste Testing/006. Bias Detection - Catering to Different Dietary Preferences.mp4

005. Hallucinations and Model Errors - Unexpected Flavors.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 6 - Evaluating LLMs – Taste Testing/005. Hallucinations and Model Errors - Unexpected Flavors.mp4

004. Qualitative Metrics - Human Feedback, Usefulness, Relevance.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 6 - Evaluating LLMs – Taste Testing/004. Qualitative Metrics - Human Feedback, Usefulness, Relevance.mp4

003. Quantitative Metrics - Perplexity, BLEU, ROUGE.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 6 - Evaluating LLMs – Taste Testing/003. Quantitative Metrics - Perplexity, BLEU, ROUGE.mp4

002. Why Evaluation Matters - The Chef's Final Check.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 6 - Evaluating LLMs – Taste Testing/002. Why Evaluation Matters - The Chef's Final Check.mp4

001. Introduction to Evaluating LLMs – Taste Testing.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 6 - Evaluating LLMs – Taste Testing/001. Introduction to Evaluating LLMs – Taste Testing.mp4

006. Tools for Fine-Tuning - Hugging Face, Google Colab, PEFT.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 5 - Fine-Tuning – Customizing the Recipe/006. Tools for Fine-Tuning - Hugging Face, Google Colab, PEFT.mp4

005. Fine-Tuning on Your Own Data - Your Kitchen, Your Rules.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 5 - Fine-Tuning – Customizing the Recipe/005. Fine-Tuning on Your Own Data - Your Kitchen, Your Rules.mp4

004. Techniques - Full Fine-Tuning vs LoRA (Low-Rank Adaptation).mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 5 - Fine-Tuning – Customizing the Recipe/004. Techniques - Full Fine-Tuning vs LoRA (Low-Rank Adaptation).mp4

003. Transfer Learning - Borrowing a Cake Base and Adding Frosting.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 5 - Fine-Tuning – Customizing the Recipe/003. Transfer Learning - Borrowing a Cake Base and Adding Frosting.mp4

002. What is Fine-tuning – Grandma's Touch to a Classic Recipe.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 5 - Fine-Tuning – Customizing the Recipe/002. What is Fine-tuning – Grandma's Touch to a Classic Recipe.mp4

001. Introduction to Fine-Tuning – Customizing the Recipe.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 5 - Fine-Tuning – Customizing the Recipe/001. Introduction to Fine-Tuning – Customizing the Recipe.mp4

006. Prompt Evaluation - Taste Test for Prompts.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 4 - Prompt Engineering – Seasoning for the Perfect Output/006. Prompt Evaluation - Taste Test for Prompts.mp4

005. Prompt Optimization - From Raw to Well-Cooked.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 4 - Prompt Engineering – Seasoning for the Perfect Output/005. Prompt Optimization - From Raw to Well-Cooked.mp4

004. Roleplay Prompts - Pretend You're a Barista.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 4 - Prompt Engineering – Seasoning for the Perfect Output/004. Roleplay Prompts - Pretend You're a Barista.mp4

003. Prompt Styles - Zero-shot, Few-shot, Chain-of-Thought (Like salt, chili, herbs).mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 4 - Prompt Engineering – Seasoning for the Perfect Output/003. Prompt Styles - Zero-shot, Few-shot, Chain-of-Thought (Like salt, chili, herbs).mp4

002. Anatomy of a Prompt - The Secret Spice Blend.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 4 - Prompt Engineering – Seasoning for the Perfect Output/002. Anatomy of a Prompt - The Secret Spice Blend.mp4

001. Introduction to Prompt Engineering – Seasoning for the Perfect Output.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 4 - Prompt Engineering – Seasoning for the Perfect Output/001. Introduction to Prompt Engineering – Seasoning for the Perfect Output.mp4

006. Cost of Training - The LLM Grocery Bill.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 3 - Cooking at Scale – Model Training Basics/006. Cost of Training - The LLM Grocery Bill.mp4

005. Pretraining vs Fine-tuning - Master Recipe vs Regional Twist.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 3 - Cooking at Scale – Model Training Basics/005. Pretraining vs Fine-tuning - Master Recipe vs Regional Twist.mp4

004. GPUs and TPUs - Industrial Ovens for Training.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 3 - Cooking at Scale – Model Training Basics/004. GPUs and TPUs - Industrial Ovens for Training.mp4

003. Epochs, Batches, and Loss - The Cooking Rounds.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 3 - Cooking at Scale – Model Training Basics/003. Epochs, Batches, and Loss - The Cooking Rounds.mp4

002. What Happens During Model Training (Mixing, baking, adjusting).mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 3 - Cooking at Scale – Model Training Basics/002. What Happens During Model Training (Mixing, baking, adjusting).mp4

001. Introduction to Cooking at Scale – Model Training Basics.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 3 - Cooking at Scale – Model Training Basics/001. Introduction to Cooking at Scale – Model Training Basics.mp4

006. Bias in Data - Spicy for One, Bland for Another.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 2 - Ingredients Matter – Understanding Data/006. Bias in Data - Spicy for One, Bland for Another.mp4

005. Garbage In = Garbage Out - Data Quality Matters.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 2 - Ingredients Matter – Understanding Data/005. Garbage In = Garbage Out - Data Quality Matters.mp4

004. Datasets for LLMs - Wikipedia, Books, Web Text (Supermarket shopping list).mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 2 - Ingredients Matter – Understanding Data/004. Datasets for LLMs - Wikipedia, Books, Web Text (Supermarket shopping list).mp4

003. Tokenization - Chopping Text into Bite-Sized Pieces.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 2 - Ingredients Matter – Understanding Data/003. Tokenization - Chopping Text into Bite-Sized Pieces.mp4

002. What is Training Data (Pantry stocking).mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 2 - Ingredients Matter – Understanding Data/002. What is Training Data (Pantry stocking).mp4

001. Introduction to Ingredients Matter – Understanding Data.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 2 - Ingredients Matter – Understanding Data/001. Introduction to Ingredients Matter – Understanding Data.mp4

006. Final Capstone Project - Create & Deploy Your Own LLM App.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 10 - Becoming a Master Chef – Career in LLM Engineering/006. Final Capstone Project - Create & Deploy Your Own LLM App.mp4

005. Resume Tips, Interviews, and Technical Questions.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 10 - Becoming a Master Chef – Career in LLM Engineering/005. Resume Tips, Interviews, and Technical Questions.mp4

004. Contributing to Open Source - Datasets, Models, Tools.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 10 - Becoming a Master Chef – Career in LLM Engineering/004. Contributing to Open Source - Datasets, Models, Tools.mp4

003. Building Your Portfolio - Your AI Cookbook.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 10 - Becoming a Master Chef – Career in LLM Engineering/003. Building Your Portfolio - Your AI Cookbook.mp4

002. Career Paths in LLM - Engineer, Architect, Prompt Specialist.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 10 - Becoming a Master Chef – Career in LLM Engineering/002. Career Paths in LLM - Engineer, Architect, Prompt Specialist.mp4

001. Introduction to Becoming a Master Chef – Career in LLM Engineering.mp4

From Recipe to Chef - Become an LLM Engineer (2025)/Chapter 10 - Becoming a Master Chef – Career in LLM Engineering/001. Introduction to Becoming a Master Chef – Career in LLM Engineering.mp4