[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]
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[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]
189 files • 13.57 GB
udemy-dl.log
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/udemy-dl.log
04 AI in Healthcare
27 files • 2.83 GB
028 Healthcare-AI-Datasets.zip
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/028 Healthcare-AI-Datasets.zip
028 Healthcare-AI-Slides.pdf
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/028 Healthcare-AI-Slides.pdf
028 Project Introduction and Welcome Message.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/028 Project Introduction and Welcome Message.en.srt
028 Project Introduction and Welcome Message.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/028 Project Introduction and Welcome Message.mp4
029 Task #1 - Understand the Problem Statement and Business Case.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/029 Task #1 - Understand the Problem Statement and Business Case.en.srt
029 Task #1 - Understand the Problem Statement and Business Case.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/029 Task #1 - Understand the Problem Statement and Business Case.mp4
030 Task #2 - Import Libraries and Datasets.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/030 Task #2 - Import Libraries and Datasets.en.srt
030 Task #2 - Import Libraries and Datasets.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/030 Task #2 - Import Libraries and Datasets.mp4
031 Task #3 - Visualize and Explore Datasets.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/031 Task #3 - Visualize and Explore Datasets.en.srt
031 Task #3 - Visualize and Explore Datasets.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/031 Task #3 - Visualize and Explore Datasets.mp4
032 Task #4 - Understand the Intuition behind ResNet and CNNs.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/032 Task #4 - Understand the Intuition behind ResNet and CNNs.en.srt
032 Task #4 - Understand the Intuition behind ResNet and CNNs.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/032 Task #4 - Understand the Intuition behind ResNet and CNNs.mp4
033 Task #5 - Understand Theory and Intuition Behind Transfer Learning.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/033 Task #5 - Understand Theory and Intuition Behind Transfer Learning.en.srt
033 Task #5 - Understand Theory and Intuition Behind Transfer Learning.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/033 Task #5 - Understand Theory and Intuition Behind Transfer Learning.mp4
034 Task #6 - Train a Classifier Model To Detect Brain Tumors.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/034 Task #6 - Train a Classifier Model To Detect Brain Tumors.en.srt
034 Task #6 - Train a Classifier Model To Detect Brain Tumors.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/034 Task #6 - Train a Classifier Model To Detect Brain Tumors.mp4
035 Task #7 - Assess Trained Classifier Model Performance.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/035 Task #7 - Assess Trained Classifier Model Performance.en.srt
035 Task #7 - Assess Trained Classifier Model Performance.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/035 Task #7 - Assess Trained Classifier Model Performance.mp4
036 Task #8 - Understand ResUnet Segmentation Models Intuition.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/036 Task #8 - Understand ResUnet Segmentation Models Intuition.en.srt
036 Task #8 - Understand ResUnet Segmentation Models Intuition.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/036 Task #8 - Understand ResUnet Segmentation Models Intuition.mp4
037 Task #9 - Build a Segmentation Model to Localize Brain Tumors.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/037 Task #9 - Build a Segmentation Model to Localize Brain Tumors.en.srt
037 Task #9 - Build a Segmentation Model to Localize Brain Tumors.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/037 Task #9 - Build a Segmentation Model to Localize Brain Tumors.mp4
038 Task #10 - Train ResUnet Segmentation Model.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/038 Task #10 - Train ResUnet Segmentation Model.en.srt
038 Task #10 - Train ResUnet Segmentation Model.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/038 Task #10 - Train ResUnet Segmentation Model.mp4
039 Task #11 - Assess Trained ResUNet Segmentation Model Performance.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/039 Task #11 - Assess Trained ResUNet Segmentation Model Performance.en.srt
039 Task #11 - Assess Trained ResUNet Segmentation Model Performance.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/039 Task #11 - Assess Trained ResUNet Segmentation Model Performance.mp4
external-assets-links.txt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/04 AI in Healthcare/external-assets-links.txt
01 Introduction
7 files • 623.91 MB
001 Introduction and Welcome Message.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/01 Introduction/001 Introduction and Welcome Message.mp4
002 Introduction, Key Tips and Best Practices.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/01 Introduction/002 Introduction, Key Tips and Best Practices.en.srt
002 Introduction, Key Tips and Best Practices.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/01 Introduction/002 Introduction, Key Tips and Best Practices.mp4
003 Course Outline and Key Learning Outcomes.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/01 Introduction/003 Course Outline and Key Learning Outcomes.en.srt
003 Course Outline and Key Learning Outcomes.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/01 Introduction/003 Course Outline and Key Learning Outcomes.mp4
004 Get the Materials.html
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/01 Introduction/004 Get the Materials.html
001 Introduction and Welcome Message.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/01 Introduction/001 Introduction and Welcome Message.en.srt
02 Bonus Materials (Download now!)
1 files • 2.53 KB
005 Link to Bonus Materials.html
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/02 Bonus Materials (Download now!)/005 Link to Bonus Materials.html
03 Emotion AI
47 files • 3.69 GB
006 Emotion-AI-Dataset.zip
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/006 Emotion-AI-Dataset.zip
006 Emotion-AI-Slides.pdf
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/006 Emotion-AI-Slides.pdf
006 Project Introduction and Welcome Message.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/006 Project Introduction and Welcome Message.en.srt
006 Project Introduction and Welcome Message.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/006 Project Introduction and Welcome Message.mp4
007 Task #1 - Understand the Problem Statement & Business Case.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/007 Task #1 - Understand the Problem Statement & Business Case.en.srt
007 Task #1 - Understand the Problem Statement & Business Case.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/007 Task #1 - Understand the Problem Statement & Business Case.mp4
008 Task #2 - Import Libraries and Datasets.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/008 Task #2 - Import Libraries and Datasets.en.srt
008 Task #2 - Import Libraries and Datasets.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/008 Task #2 - Import Libraries and Datasets.mp4
009 Task #3 - Perform Image Visualizations.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/009 Task #3 - Perform Image Visualizations.en.srt
009 Task #3 - Perform Image Visualizations.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/009 Task #3 - Perform Image Visualizations.mp4
010 Task #4 - Perform Images Augmentation.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/010 Task #4 - Perform Images Augmentation.en.srt
010 Task #4 - Perform Images Augmentation.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/010 Task #4 - Perform Images Augmentation.mp4
011 Task #5 - Perform Data Normalization and Scaling.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/011 Task #5 - Perform Data Normalization and Scaling.en.srt
011 Task #5 - Perform Data Normalization and Scaling.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/011 Task #5 - Perform Data Normalization and Scaling.mp4
012 Task #6 - Understand Artificial Neural Networks (ANNs) Theory & Intuition.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/012 Task #6 - Understand Artificial Neural Networks (ANNs) Theory & Intuition.en.srt
012 Task #6 - Understand Artificial Neural Networks (ANNs) Theory & Intuition.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/012 Task #6 - Understand Artificial Neural Networks (ANNs) Theory & Intuition.mp4
013 Task #7 - Understand ANNs Training & Gradient Descent Algorithm.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/013 Task #7 - Understand ANNs Training & Gradient Descent Algorithm.en.srt
013 Task #7 - Understand ANNs Training & Gradient Descent Algorithm.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/013 Task #7 - Understand ANNs Training & Gradient Descent Algorithm.mp4
014 Task #8 - Understand Convolutional Neural Networks and ResNets.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/014 Task #8 - Understand Convolutional Neural Networks and ResNets.en.srt
014 Task #8 - Understand Convolutional Neural Networks and ResNets.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/014 Task #8 - Understand Convolutional Neural Networks and ResNets.mp4
015 Task #9 - Build ResNet to Detect Key Facial Points.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/015 Task #9 - Build ResNet to Detect Key Facial Points.en.srt
015 Task #9 - Build ResNet to Detect Key Facial Points.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/015 Task #9 - Build ResNet to Detect Key Facial Points.mp4
016 Task #10 - Compile and Train Facial Key Points Detector Model.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/016 Task #10 - Compile and Train Facial Key Points Detector Model.en.srt
016 Task #10 - Compile and Train Facial Key Points Detector Model.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/016 Task #10 - Compile and Train Facial Key Points Detector Model.mp4
017 Task #11 - Assess Trained ResNet Model Performance.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/017 Task #11 - Assess Trained ResNet Model Performance.en.srt
017 Task #11 - Assess Trained ResNet Model Performance.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/017 Task #11 - Assess Trained ResNet Model Performance.mp4
018 Task #12 - Import and Explore Facial Expressions (Emotions) Datasets.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/018 Task #12 - Import and Explore Facial Expressions (Emotions) Datasets.en.srt
018 Task #12 - Import and Explore Facial Expressions (Emotions) Datasets.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/018 Task #12 - Import and Explore Facial Expressions (Emotions) Datasets.mp4
019 Task #13 - Visualize Images for Facial Expression Detection.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/019 Task #13 - Visualize Images for Facial Expression Detection.en.srt
019 Task #13 - Visualize Images for Facial Expression Detection.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/019 Task #13 - Visualize Images for Facial Expression Detection.mp4
020 Task #14 - Perform Image Augmentation.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/020 Task #14 - Perform Image Augmentation.en.srt
020 Task #14 - Perform Image Augmentation.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/020 Task #14 - Perform Image Augmentation.mp4
021 Task #15 - Build & Train a Facial Expression Classifier Model.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/021 Task #15 - Build & Train a Facial Expression Classifier Model.en.srt
021 Task #15 - Build & Train a Facial Expression Classifier Model.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/021 Task #15 - Build & Train a Facial Expression Classifier Model.mp4
022 Task #16 - Understand Classifiers Key Performance Indicators (KPIs).en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/022 Task #16 - Understand Classifiers Key Performance Indicators (KPIs).en.srt
022 Task #16 - Understand Classifiers Key Performance Indicators (KPIs).mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/022 Task #16 - Understand Classifiers Key Performance Indicators (KPIs).mp4
023 Task #17 - Assess Facial Expression Classifier Model.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/023 Task #17 - Assess Facial Expression Classifier Model.en.srt
023 Task #17 - Assess Facial Expression Classifier Model.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/023 Task #17 - Assess Facial Expression Classifier Model.mp4
024 Task #18 - Make Predictions from Both Models_ 1. Key Facial Points & 2. Emotion.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/024 Task #18 - Make Predictions from Both Models_ 1. Key Facial Points & 2. Emotion.en.srt
024 Task #18 - Make Predictions from Both Models_ 1. Key Facial Points & 2. Emotion.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/024 Task #18 - Make Predictions from Both Models_ 1. Key Facial Points & 2. Emotion.mp4
025 Task #19 - Save Trained Model for Deployment.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/025 Task #19 - Save Trained Model for Deployment.en.srt
025 Task #19 - Save Trained Model for Deployment.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/025 Task #19 - Save Trained Model for Deployment.mp4
026 Task #20 - Serve Trained Model in TensorFlow 2.0 Serving.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/026 Task #20 - Serve Trained Model in TensorFlow 2.0 Serving.en.srt
026 Task #20 - Serve Trained Model in TensorFlow 2.0 Serving.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/026 Task #20 - Serve Trained Model in TensorFlow 2.0 Serving.mp4
027 Task #21 - Deploy Both Models and Make Inference.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/027 Task #21 - Deploy Both Models and Make Inference.en.srt
027 Task #21 - Deploy Both Models and Make Inference.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/027 Task #21 - Deploy Both Models and Make Inference.mp4
external-assets-links.txt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/03 Emotion AI/external-assets-links.txt
05 AI in Business (Marketing)
25 files • 1.85 GB
040 AI-in-Marketing-Dataset.zip
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/040 AI-in-Marketing-Dataset.zip
040 AI-in-Marketing-Slides.pdf
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/040 AI-in-Marketing-Slides.pdf
040 Project Introduction and Welcome Message.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/040 Project Introduction and Welcome Message.en.srt
040 Project Introduction and Welcome Message.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/040 Project Introduction and Welcome Message.mp4
041 Task #1 - Understand AI Applications in Marketing.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/041 Task #1 - Understand AI Applications in Marketing.en.srt
041 Task #1 - Understand AI Applications in Marketing.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/041 Task #1 - Understand AI Applications in Marketing.mp4
042 Task #2 - Import Libraries and Datasets.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/042 Task #2 - Import Libraries and Datasets.en.srt
042 Task #2 - Import Libraries and Datasets.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/042 Task #2 - Import Libraries and Datasets.mp4
043 Task #3 - Perform Exploratory Data Analysis (Part #1).en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/043 Task #3 - Perform Exploratory Data Analysis (Part #1).en.srt
043 Task #3 - Perform Exploratory Data Analysis (Part #1).mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/043 Task #3 - Perform Exploratory Data Analysis (Part #1).mp4
044 Task #4 - Perform Exploratory Data Analysis (Part #2).en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/044 Task #4 - Perform Exploratory Data Analysis (Part #2).en.srt
044 Task #4 - Perform Exploratory Data Analysis (Part #2).mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/044 Task #4 - Perform Exploratory Data Analysis (Part #2).mp4
045 Task #5 - Understand Theory and Intuition Behind K-Means Clustering Algorithm.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/045 Task #5 - Understand Theory and Intuition Behind K-Means Clustering Algorithm.en.srt
045 Task #5 - Understand Theory and Intuition Behind K-Means Clustering Algorithm.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/045 Task #5 - Understand Theory and Intuition Behind K-Means Clustering Algorithm.mp4
046 Apply Elbow Method to Find the Optimal Number of Clusters.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/046 Apply Elbow Method to Find the Optimal Number of Clusters.en.srt
046 Apply Elbow Method to Find the Optimal Number of Clusters.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/046 Apply Elbow Method to Find the Optimal Number of Clusters.mp4
047 Task #7 - Apply K-Means Clustering Algorithm.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/047 Task #7 - Apply K-Means Clustering Algorithm.en.srt
047 Task #7 - Apply K-Means Clustering Algorithm.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/047 Task #7 - Apply K-Means Clustering Algorithm.mp4
048 Task #8 - Understand Intuition Behind Principal Component Analysis (PCA).en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/048 Task #8 - Understand Intuition Behind Principal Component Analysis (PCA).en.srt
048 Task #8 - Understand Intuition Behind Principal Component Analysis (PCA).mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/048 Task #8 - Understand Intuition Behind Principal Component Analysis (PCA).mp4
049 Task #9 - Understand the Theory and Intuition Behind Auto-encoders.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/049 Task #9 - Understand the Theory and Intuition Behind Auto-encoders.en.srt
049 Task #9 - Understand the Theory and Intuition Behind Auto-encoders.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/049 Task #9 - Understand the Theory and Intuition Behind Auto-encoders.mp4
050 Task #10 - Apply Auto-encoders and Perform Clustering.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/050 Task #10 - Apply Auto-encoders and Perform Clustering.en.srt
050 Task #10 - Apply Auto-encoders and Perform Clustering.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/050 Task #10 - Apply Auto-encoders and Perform Clustering.mp4
external-assets-links.txt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/05 AI in Business (Marketing)/external-assets-links.txt
06 AI In Business (Finance) & AutoML
31 files • 2.15 GB
051 AI-in-Finance-SageMaker-AutoPilot.pdf
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/051 AI-in-Finance-SageMaker-AutoPilot.pdf
051 AI-in-Finance.pdf
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/051 AI-in-Finance.pdf
051 Project Introduction and Welcome Message.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/051 Project Introduction and Welcome Message.en.srt
051 Project Introduction and Welcome Message.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/051 Project Introduction and Welcome Message.mp4
051 UCI-Credit-Card.csv
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/051 UCI-Credit-Card.csv
052 Notes on Amazon Web Services (AWS).html
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/052 Notes on Amazon Web Services (AWS).html
053 Task #1 - Understand the Problem Statement & Business Case.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/053 Task #1 - Understand the Problem Statement & Business Case.en.srt
053 Task #1 - Understand the Problem Statement & Business Case.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/053 Task #1 - Understand the Problem Statement & Business Case.mp4
054 Task #2 - Import Libraries and Datasets.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/054 Task #2 - Import Libraries and Datasets.en.srt
054 Task #2 - Import Libraries and Datasets.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/054 Task #2 - Import Libraries and Datasets.mp4
055 Task #3 - Visualize and Explore Dataset.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/055 Task #3 - Visualize and Explore Dataset.en.srt
055 Task #3 - Visualize and Explore Dataset.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/055 Task #3 - Visualize and Explore Dataset.mp4
056 Task #4 - Clean Up the Data.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/056 Task #4 - Clean Up the Data.en.srt
056 Task #4 - Clean Up the Data.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/056 Task #4 - Clean Up the Data.mp4
057 Task #5 - Understand the Theory & Intuition Behind XG-Boost Algorithm.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/057 Task #5 - Understand the Theory & Intuition Behind XG-Boost Algorithm.en.srt
057 Task #5 - Understand the Theory & Intuition Behind XG-Boost Algorithm.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/057 Task #5 - Understand the Theory & Intuition Behind XG-Boost Algorithm.mp4
058 Task #6 - Understand XG-Boost Algorithm Key Steps.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/058 Task #6 - Understand XG-Boost Algorithm Key Steps.en.srt
058 Task #6 - Understand XG-Boost Algorithm Key Steps.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/058 Task #6 - Understand XG-Boost Algorithm Key Steps.mp4
059 Task #7 - Train XG-Boost Algorithm Using Scikit-Learn.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/059 Task #7 - Train XG-Boost Algorithm Using Scikit-Learn.en.srt
059 Task #7 - Train XG-Boost Algorithm Using Scikit-Learn.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/059 Task #7 - Train XG-Boost Algorithm Using Scikit-Learn.mp4
060 Task #8 - Perform Grid Search and Hyper-parameters Optimization.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/060 Task #8 - Perform Grid Search and Hyper-parameters Optimization.en.srt
060 Task #8 - Perform Grid Search and Hyper-parameters Optimization.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/060 Task #8 - Perform Grid Search and Hyper-parameters Optimization.mp4
061 Task #9 - Understand XG-Boost in AWS SageMaker.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/061 Task #9 - Understand XG-Boost in AWS SageMaker.en.srt
061 Task #9 - Understand XG-Boost in AWS SageMaker.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/061 Task #9 - Understand XG-Boost in AWS SageMaker.mp4
062 Task #10 - Train XG-Boost in AWS SageMaker.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/062 Task #10 - Train XG-Boost in AWS SageMaker.en.srt
062 Task #10 - Train XG-Boost in AWS SageMaker.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/062 Task #10 - Train XG-Boost in AWS SageMaker.mp4
063 Task #11 - Deploy Model and Make Inference.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/063 Task #11 - Deploy Model and Make Inference.en.srt
063 Task #11 - Deploy Model and Make Inference.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/063 Task #11 - Deploy Model and Make Inference.mp4
064 Task #12 - Train and Deploy Model Using AWS AutoPilot (Minimal Coding Required!).en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/064 Task #12 - Train and Deploy Model Using AWS AutoPilot (Minimal Coding Required!).en.srt
064 Task #12 - Train and Deploy Model Using AWS AutoPilot (Minimal Coding Required!).mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/064 Task #12 - Train and Deploy Model Using AWS AutoPilot (Minimal Coding Required!).mp4
external-assets-links.txt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/06 AI In Business (Finance) & AutoML/external-assets-links.txt
07 Creative AI
25 files • 1.59 GB
065 Creative-AI-Dataset.zip
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/065 Creative-AI-Dataset.zip
065 Creative-AI.pdf
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/065 Creative-AI.pdf
065 Project Introduction and Welcome Message.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/065 Project Introduction and Welcome Message.en.srt
065 Project Introduction and Welcome Message.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/065 Project Introduction and Welcome Message.mp4
066 Task #1 - Understand the Problem Statement & Business Case.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/066 Task #1 - Understand the Problem Statement & Business Case.en.srt
066 Task #1 - Understand the Problem Statement & Business Case.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/066 Task #1 - Understand the Problem Statement & Business Case.mp4
067 Task #2 - Import Model with Pre-trained Weights.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/067 Task #2 - Import Model with Pre-trained Weights.en.srt
067 Task #2 - Import Model with Pre-trained Weights.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/067 Task #2 - Import Model with Pre-trained Weights.mp4
068 Task #3 - Import and Merge Images.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/068 Task #3 - Import and Merge Images.en.srt
068 Task #3 - Import and Merge Images.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/068 Task #3 - Import and Merge Images.mp4
069 Task #4 - Run the Pre-trained Model and Explore Activations.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/069 Task #4 - Run the Pre-trained Model and Explore Activations.en.srt
069 Task #4 - Run the Pre-trained Model and Explore Activations.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/069 Task #4 - Run the Pre-trained Model and Explore Activations.mp4
070 Task #5 - Understand the Theory & Intuition Behind Deep Dream Algorithm.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/070 Task #5 - Understand the Theory & Intuition Behind Deep Dream Algorithm.en.srt
070 Task #5 - Understand the Theory & Intuition Behind Deep Dream Algorithm.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/070 Task #5 - Understand the Theory & Intuition Behind Deep Dream Algorithm.mp4
071 Task #6 - Understand The Gradient Operations in TF 2.0.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/071 Task #6 - Understand The Gradient Operations in TF 2.0.en.srt
071 Task #6 - Understand The Gradient Operations in TF 2.0.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/071 Task #6 - Understand The Gradient Operations in TF 2.0.mp4
072 Task #7 - Implement Deep Dream Algorithm Part #1.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/072 Task #7 - Implement Deep Dream Algorithm Part #1.en.srt
072 Task #7 - Implement Deep Dream Algorithm Part #1.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/072 Task #7 - Implement Deep Dream Algorithm Part #1.mp4
073 Task #8 - Implement Deep Dream Algorithm Part #2.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/073 Task #8 - Implement Deep Dream Algorithm Part #2.en.srt
073 Task #8 - Implement Deep Dream Algorithm Part #2.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/073 Task #8 - Implement Deep Dream Algorithm Part #2.mp4
074 Task #9 - Apply DeepDream Algorithm to Generate Images.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/074 Task #9 - Apply DeepDream Algorithm to Generate Images.en.srt
074 Task #9 - Apply DeepDream Algorithm to Generate Images.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/074 Task #9 - Apply DeepDream Algorithm to Generate Images.mp4
075 Task #10 - Generate DeepDream Video.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/075 Task #10 - Generate DeepDream Video.en.srt
075 Task #10 - Generate DeepDream Video.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/075 Task #10 - Generate DeepDream Video.mp4
external-assets-links.txt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/07 Creative AI/external-assets-links.txt
08 Explainable AI
3 files • 82.01 MB
076 Project Introduction and Welcome Message.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/08 Explainable AI/076 Project Introduction and Welcome Message.en.srt
076 Project Introduction and Welcome Message.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/08 Explainable AI/076 Project Introduction and Welcome Message.mp4
077 Introduction and Welcome Message.html
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/08 Explainable AI/077 Introduction and Welcome Message.html
09 Crash Course on AWS, S3, and SageMaker
22 files • 792.12 MB
078 What is AWS and Cloud Computing_.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/078 What is AWS and Cloud Computing_.en.srt
078 What is AWS and Cloud Computing_.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/078 What is AWS and Cloud Computing_.mp4
079 Key Machine Learning Components and AWS Tour.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/079 Key Machine Learning Components and AWS Tour.en.srt
079 Key Machine Learning Components and AWS Tour.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/079 Key Machine Learning Components and AWS Tour.mp4
080 Regions and Availability Zones.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/080 Regions and Availability Zones.en.srt
080 Regions and Availability Zones.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/080 Regions and Availability Zones.mp4
081 Amazon S3.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/081 Amazon S3.en.srt
081 Amazon S3.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/081 Amazon S3.mp4
082 EC2 and Identity and Access Management (IAM).en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/082 EC2 and Identity and Access Management (IAM).en.srt
082 EC2 and Identity and Access Management (IAM).mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/082 EC2 and Identity and Access Management (IAM).mp4
083 AWS Free Tier Account Setup and Overview.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/083 AWS Free Tier Account Setup and Overview.en.srt
083 AWS Free Tier Account Setup and Overview.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/083 AWS Free Tier Account Setup and Overview.mp4
084 AWS SageMaker Overview.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/084 AWS SageMaker Overview.en.srt
084 AWS SageMaker Overview.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/084 AWS SageMaker Overview.mp4
085 AWS SageMaker Walk-through.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/085 AWS SageMaker Walk-through.en.srt
085 AWS SageMaker Walk-through.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/085 AWS SageMaker Walk-through.mp4
086 AWS SageMaker Studio Overview.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/086 AWS SageMaker Studio Overview.en.srt
086 AWS SageMaker Studio Overview.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/086 AWS SageMaker Studio Overview.mp4
087 AWS SageMaker Studio Walk-through.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/087 AWS SageMaker Studio Walk-through.en.srt
087 AWS SageMaker Studio Walk-through.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/087 AWS SageMaker Studio Walk-through.mp4
088 AWS SageMaker Model Deployment.en.srt
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/088 AWS SageMaker Model Deployment.en.srt
088 AWS SageMaker Model Deployment.mp4
[Udemy] Мастер-класс по современному ИИ 6 Проектов (2020) [En]/09 Crash Course on AWS, S3, and SageMaker/088 AWS SageMaker Model Deployment.mp4
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