[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API

001 Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/01 - Introduction/001 Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit.mp4

001 Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit_en.vtt

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004 BONUS Learning Path.html

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003 BONUS 10 advantages of TensorFlow.html

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002 Course Curriculum & Colab Toolkit.html

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001 From TensorFlow 1.x to TensorFlow 2.0.mp4

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002 Constants, Variables, Tensors.mp4

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003 Operations with Tensors.mp4

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004 Strings.mp4

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001 From TensorFlow 1.x to TensorFlow 2.0_en.vtt

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002 Constants, Variables, Tensors_en.vtt

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003 Operations with Tensors_en.vtt

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004 Strings_en.vtt

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005 LSTM Practical Intuition.mp4

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004 LSTMs.mp4

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003 Vanishing Gradient.mp4

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002 What are Recurrent Neural Networks.mp4

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006 LSTM Variations.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/17 - Annex 3 - Recurrent Neural Networks Theory/006 LSTM Variations.mp4

001 Plan of Attack.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/17 - Annex 3 - Recurrent Neural Networks Theory/001 Plan of Attack.mp4

004 LSTMs_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/17 - Annex 3 - Recurrent Neural Networks Theory/004 LSTMs_en.vtt

002 What are Recurrent Neural Networks_en.vtt

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003 Vanishing Gradient_en.vtt

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005 LSTM Practical Intuition_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/17 - Annex 3 - Recurrent Neural Networks Theory/005 LSTM Practical Intuition_en.vtt

006 LSTM Variations_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/17 - Annex 3 - Recurrent Neural Networks Theory/006 LSTM Variations_en.vtt

001 Plan of Attack_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/17 - Annex 3 - Recurrent Neural Networks Theory/001 Plan of Attack_en.vtt

005 Step 2 - Max Pooling.mp4

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002 What are Convolutional Neural Networks.mp4

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003 Step 1 - Convolution.mp4

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007 Step 4 - Full Connection.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/16 - Annex 2 - Convolutional Neural Networks Theory/007 Step 4 - Full Connection.mp4

009 Softmax & Cross-Entropy.mp4

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004 Step 1 Bis - ReLU Layer.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/16 - Annex 2 - Convolutional Neural Networks Theory/004 Step 1 Bis - ReLU Layer.mp4

008 Summary.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/16 - Annex 2 - Convolutional Neural Networks Theory/008 Summary.mp4

001 Plan of Attack.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/16 - Annex 2 - Convolutional Neural Networks Theory/001 Plan of Attack.mp4

006 Step 3 - Flattening.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/16 - Annex 2 - Convolutional Neural Networks Theory/006 Step 3 - Flattening.mp4

007 Step 4 - Full Connection_en.vtt

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009 Softmax & Cross-Entropy_en.vtt

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003 Step 1 - Convolution_en.vtt

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002 What are Convolutional Neural Networks_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/16 - Annex 2 - Convolutional Neural Networks Theory/002 What are Convolutional Neural Networks_en.vtt

005 Step 2 - Max Pooling_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/16 - Annex 2 - Convolutional Neural Networks Theory/005 Step 2 - Max Pooling_en.vtt

004 Step 1 Bis - ReLU Layer_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/16 - Annex 2 - Convolutional Neural Networks Theory/004 Step 1 Bis - ReLU Layer_en.vtt

008 Summary_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/16 - Annex 2 - Convolutional Neural Networks Theory/008 Summary_en.vtt

001 Plan of Attack_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/16 - Annex 2 - Convolutional Neural Networks Theory/001 Plan of Attack_en.vtt

006 Step 3 - Flattening_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/16 - Annex 2 - Convolutional Neural Networks Theory/006 Step 3 - Flattening_en.vtt

005 Dataset preprocessing pipeline.mp4

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002 Initial dataset preprocessing.mp4

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003 Dataset metadata.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/003 Dataset metadata.mp4

004 Preprocessing function.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/004 Preprocessing function.mp4

001 Project Setup.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/001 Project Setup.mp4

18573088-pollution-small.csv

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005 Dataset preprocessing pipeline_en.vtt

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002 Initial dataset preprocessing_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/002 Initial dataset preprocessing_en.vtt

004 Preprocessing function_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/004 Preprocessing function_en.vtt

003 Dataset metadata_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/003 Dataset metadata_en.vtt

001 Project Setup_en.vtt

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006 What's next.html

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/006 What's next.html

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[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/10 - Dataset Preprocessing with TensorFlow Transform (TFT)/external-assets-links.txt

002 Building the Convolutional Neural Network.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/04 - Convolutional Neural Networks/002 Building the Convolutional Neural Network.mp4

003 Training and Evaluating the Convolutional Neural Network.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/04 - Convolutional Neural Networks/003 Training and Evaluating the Convolutional Neural Network.mp4

001 Project Setup & Data Preprocessing.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/04 - Convolutional Neural Networks/001 Project Setup & Data Preprocessing.mp4

002 Building the Convolutional Neural Network_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/04 - Convolutional Neural Networks/002 Building the Convolutional Neural Network_en.vtt

003 Training and Evaluating the Convolutional Neural Network_en.vtt

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001 Project Setup & Data Preprocessing_en.vtt

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005 HOMEWORK SOLUTION Convolutional Neural Networks.html

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/04 - Convolutional Neural Networks/005 HOMEWORK SOLUTION Convolutional Neural Networks.html

004 HOMEWORK Convolutional Neural Networks.html

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/04 - Convolutional Neural Networks/004 HOMEWORK Convolutional Neural Networks.html

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[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/04 - Convolutional Neural Networks/external-assets-links.txt

009 Action Selection Policies.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/07 - Deep Reinforcement Learning Theory/009 Action Selection Policies.mp4

002 The Bellman Equation.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/07 - Deep Reinforcement Learning Theory/002 The Bellman Equation.mp4

003 Markov Decision Process (MDP).mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/07 - Deep Reinforcement Learning Theory/003 Markov Decision Process (MDP).mp4

008 Experience Replay.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/07 - Deep Reinforcement Learning Theory/008 Experience Replay.mp4

005 Temporal Difference.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/07 - Deep Reinforcement Learning Theory/005 Temporal Difference.mp4

006 Deep Q-Learning Intuition - Step 1.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/07 - Deep Reinforcement Learning Theory/006 Deep Q-Learning Intuition - Step 1.mp4

004 Q-Learning Intuition.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/07 - Deep Reinforcement Learning Theory/004 Q-Learning Intuition.mp4

001 What is Reinforcement Learning.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/07 - Deep Reinforcement Learning Theory/001 What is Reinforcement Learning.mp4

007 Deep Q-Learning Intuition - Step 2.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/07 - Deep Reinforcement Learning Theory/007 Deep Q-Learning Intuition - Step 2.mp4

002 The Bellman Equation_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/07 - Deep Reinforcement Learning Theory/002 The Bellman Equation_en.vtt

005 Temporal Difference_en.vtt

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003 Markov Decision Process (MDP)_en.vtt

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009 Action Selection Policies_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/07 - Deep Reinforcement Learning Theory/009 Action Selection Policies_en.vtt

008 Experience Replay_en.vtt

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006 Deep Q-Learning Intuition - Step 1_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/07 - Deep Reinforcement Learning Theory/006 Deep Q-Learning Intuition - Step 1_en.vtt

004 Q-Learning Intuition_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/07 - Deep Reinforcement Learning Theory/004 Q-Learning Intuition_en.vtt

001 What is Reinforcement Learning_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/07 - Deep Reinforcement Learning Theory/001 What is Reinforcement Learning_en.vtt

007 Deep Q-Learning Intuition - Step 2_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/07 - Deep Reinforcement Learning Theory/007 Deep Q-Learning Intuition - Step 2_en.vtt

001 What is Transfer Learning.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/001 What is Transfer Learning.mp4

002 Project Setup.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/002 Project Setup.mp4

009 Image Data Generators.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/009 Image Data Generators.mp4

003 Dataset preprocessing.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/003 Dataset preprocessing.mp4

004 Loading the MobileNet V2 model.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/004 Loading the MobileNet V2 model.mp4

007 Defining the transfer learning model.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/007 Defining the transfer learning model.mp4

012 Fine Tuning model definition.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/012 Fine Tuning model definition.mp4

006 Adding a custom head to the pre-trained model.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/006 Adding a custom head to the pre-trained model.mp4

010 Transfer Learning.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/010 Transfer Learning.mp4

008 Compiling the Transfer Learning model.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/008 Compiling the Transfer Learning model.mp4

014 Fine Tuning.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/014 Fine Tuning.mp4

011 Evaluating Transfer Learning results.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/011 Evaluating Transfer Learning results.mp4

015 Evaluating Fine Tuning results.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/015 Evaluating Fine Tuning results.mp4

005 Freezing the pre-trained model.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/005 Freezing the pre-trained model.mp4

013 Compiling the Fine Tuning model.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/013 Compiling the Fine Tuning model.mp4

003 Dataset preprocessing_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/003 Dataset preprocessing_en.vtt

009 Image Data Generators_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/009 Image Data Generators_en.vtt

001 What is Transfer Learning_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/001 What is Transfer Learning_en.vtt

012 Fine Tuning model definition_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/012 Fine Tuning model definition_en.vtt

002 Project Setup_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/002 Project Setup_en.vtt

006 Adding a custom head to the pre-trained model_en.vtt

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004 Loading the MobileNet V2 model_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/004 Loading the MobileNet V2 model_en.vtt

008 Compiling the Transfer Learning model_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/008 Compiling the Transfer Learning model_en.vtt

010 Transfer Learning_en.vtt

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014 Fine Tuning_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/014 Fine Tuning_en.vtt

007 Defining the transfer learning model_en.vtt

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015 Evaluating Fine Tuning results_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/015 Evaluating Fine Tuning results_en.vtt

011 Evaluating Transfer Learning results_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/011 Evaluating Transfer Learning results_en.vtt

005 Freezing the pre-trained model_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/06 - Transfer Learning and Fine Tuning/005 Freezing the pre-trained model_en.vtt

013 Compiling the Fine Tuning model_en.vtt

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002 The Neuron.mp4

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005 How do Neural Networks Learn.mp4

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004 How do Neural Networks Work.mp4

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007 Stochastic Gradient Descent.mp4

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006 Gradient Descent.mp4

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008 Backpropagation.mp4

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003 The Activation Function.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/15 - Annex 1 - Artificial Neural Networks Theory/003 The Activation Function.mp4

001 Plan of Attack.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/15 - Annex 1 - Artificial Neural Networks Theory/001 Plan of Attack.mp4

002 The Neuron_en.vtt

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004 How do Neural Networks Work_en.vtt

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005 How do Neural Networks Learn_en.vtt

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006 Gradient Descent_en.vtt

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007 Stochastic Gradient Descent_en.vtt

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003 The Activation Function_en.vtt

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008 Backpropagation_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/15 - Annex 1 - Artificial Neural Networks Theory/008 Backpropagation_en.vtt

001 Plan of Attack_en.vtt

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/15 - Annex 1 - Artificial Neural Networks Theory/001 Plan of Attack_en.vtt

012 Training loop - Step 2.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/08 - Deep Reinforcement Learning for Stock Market trading/012 Training loop - Step 2.mp4

007 Dataset Loader function.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/08 - Deep Reinforcement Learning for Stock Market trading/007 Dataset Loader function.mp4

006 AI Trader - Step 5.mp4

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008 State creator function.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/08 - Deep Reinforcement Learning for Stock Market trading/008 State creator function.mp4

011 Training loop - Step 1.mp4

[FreeCourseSite.com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API/08 - Deep Reinforcement Learning for Stock Market trading/011 Training loop - Step 1.mp4

002 AI Trader - Step 1.mp4

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