[GigaCourse.Com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API

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Date:
01/23/22 at 4:06am GMT+1
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Unknown
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File size:
2.6 GB in 95 files

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  This torrent has been verified.

Infohash:
041c285aa36354f22742da191fada153bc480bda


File list

  • [GigaCourse.Com] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API
  • icon 01 - Introduction/001 Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit.mp4 146.3 MB
    icon 01 - Introduction/001 Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit_en.vtt 24.2 KB
    icon 01 - Introduction/002 Course Curriculum & Colab Toolkit.html 464 B
    icon 01 - Introduction/003 BONUS 10 advantages of TensorFlow.html 613 B
    icon 01 - Introduction/004 BONUS Learning Path.html 1.4 KB
    icon 02 - TensorFlow 2.0 Basics/001 From TensorFlow 1.x to TensorFlow 2.0.mp4 114.8 MB
    icon 02 - TensorFlow 2.0 Basics/001 From TensorFlow 1.x to TensorFlow 2.0_en.vtt 15.5 KB
    icon 02 - TensorFlow 2.0 Basics/002 Constants, Variables, Tensors.mp4 23.1 MB
    icon 02 - TensorFlow 2.0 Basics/002 Constants, Variables, Tensors_en.vtt 12 KB
    icon 02 - TensorFlow 2.0 Basics/003 Operations with Tensors.mp4 19.5 MB
    icon 02 - TensorFlow 2.0 Basics/003 Operations with Tensors_en.vtt 8.3 KB
    icon 02 - TensorFlow 2.0 Basics/004 Strings.mp4 14.8 MB
    icon 02 - TensorFlow 2.0 Basics/004 Strings_en.vtt 8.1 KB
    icon 02 - TensorFlow 2.0 Basics/external-assets-links.txt 124 B
    icon 03 - Artificial Neural Networks/001 Project Setup.mp4 22.3 MB
    icon 03 - Artificial Neural Networks/001 Project Setup_en.vtt 8 KB
    icon 03 - Artificial Neural Networks/002 Data Preprocessing.mp4 21.1 MB
    icon 03 - Artificial Neural Networks/002 Data Preprocessing_en.vtt 9.3 KB
    icon 03 - Artificial Neural Networks/003 Building the Artificial Neural Network.mp4 22.9 MB
    icon 03 - Artificial Neural Networks/003 Building the Artificial Neural Network_en.vtt 13.5 KB
    icon 03 - Artificial Neural Networks/004 Training the Artificial Neural Network.mp4 17.3 MB
    icon 03 - Artificial Neural Networks/004 Training the Artificial Neural Network_en.vtt 9.6 KB
    icon 03 - Artificial Neural Networks/005 Evaluating the Artificial Neural Network.mp4 11.2 MB
    icon 03 - Artificial Neural Networks/005 Evaluating the Artificial Neural Network_en.vtt 6.1 KB
    icon 03 - Artificial Neural Networks/006 HOMEWORK Artificial Neural Networks.html 493 B
    icon 03 - Artificial Neural Networks/007 HOMEWORK SOLUTION Artificial Neural Networks.html 421 B
    icon 03 - Artificial Neural Networks/external-assets-links.txt 95 B
    icon 04 - Convolutional Neural Networks/001 Project Setup & Data Preprocessing.mp4 17.2 MB
    icon 04 - Convolutional Neural Networks/001 Project Setup & Data Preprocessing_en.vtt 10 KB
    icon 04 - Convolutional Neural Networks/002 Building the Convolutional Neural Network.mp4 56.6 MB
    icon 04 - Convolutional Neural Networks/002 Building the Convolutional Neural Network_en.vtt 18.3 KB
    icon 04 - Convolutional Neural Networks/003 Training and Evaluating the Convolutional Neural Network.mp4 19.8 MB
    icon 04 - Convolutional Neural Networks/003 Training and Evaluating the Convolutional Neural Network_en.vtt 10 KB
    icon 04 - Convolutional Neural Networks/004 HOMEWORK Convolutional Neural Networks.html 500 B
    icon 04 - Convolutional Neural Networks/005 HOMEWORK SOLUTION Convolutional Neural Networks.html 573 B
    icon 04 - Convolutional Neural Networks/external-assets-links.txt 95 B
    icon 05 - Recurrent Neural Networks/001 Project Setup & Data Preprocessing.mp4 28.9 MB
    icon 05 - Recurrent Neural Networks/001 Project Setup & Data Preprocessing_en.vtt 9.3 KB
    icon 05 - Recurrent Neural Networks/002 Building the Recurrent Neural Network.mp4 15 MB
    icon 05 - Recurrent Neural Networks/002 Building the Recurrent Neural Network_en.vtt 8.4 KB
    icon 05 - Recurrent Neural Networks/003 Training and Evaluating the Recurrent Neural Network.mp4 17.3 MB
    icon 05 - Recurrent Neural Networks/003 Training and Evaluating the Recurrent Neural Network_en.vtt 9.6 KB
    icon 05 - Recurrent Neural Networks/external-assets-links.txt 95 B
    icon 06 - Transfer Learning and Fine Tuning/001 What is Transfer Learning.mp4 46.5 MB
    icon 06 - Transfer Learning and Fine Tuning/001 What is Transfer Learning_en.vtt 5.5 KB
    icon 06 - Transfer Learning and Fine Tuning/002 Project Setup.mp4 44.5 MB
    icon 06 - Transfer Learning and Fine Tuning/002 Project Setup_en.vtt 3.9 KB
    icon 06 - Transfer Learning and Fine Tuning/003 Dataset preprocessing.mp4 14.8 MB
    icon 06 - Transfer Learning and Fine Tuning/003 Dataset preprocessing_en.vtt 5.7 KB
    icon 06 - Transfer Learning and Fine Tuning/004 Loading the MobileNet V2 model.mp4 14.8 MB
    icon 06 - Transfer Learning and Fine Tuning/004 Loading the MobileNet V2 model_en.vtt 3.3 KB
    icon 06 - Transfer Learning and Fine Tuning/005 Freezing the pre-trained model.mp4 2.6 MB
    icon 06 - Transfer Learning and Fine Tuning/005 Freezing the pre-trained model_en.vtt 1.6 KB
    icon 06 - Transfer Learning and Fine Tuning/006 Adding a custom head to the pre-trained model.mp4 8.9 MB
    icon 06 - Transfer Learning and Fine Tuning/006 Adding a custom head to the pre-trained model_en.vtt 3.7 KB
    icon 06 - Transfer Learning and Fine Tuning/007 Defining the transfer learning model.mp4 10 MB
    icon 06 - Transfer Learning and Fine Tuning/007 Defining the transfer learning model_en.vtt 2.1 KB
    icon 06 - Transfer Learning and Fine Tuning/008 Compiling the Transfer Learning model.mp4 4.9 MB
    icon 06 - Transfer Learning and Fine Tuning/008 Compiling the Transfer Learning model_en.vtt 3.1 KB
    icon 06 - Transfer Learning and Fine Tuning/009 Image Data Generators.mp4 15.4 MB
    icon 06 - Transfer Learning and Fine Tuning/009 Image Data Generators_en.vtt 5.6 KB
    icon 06 - Transfer Learning and Fine Tuning/010 Transfer Learning.mp4 7.6 MB
    icon 06 - Transfer Learning and Fine Tuning/010 Transfer Learning_en.vtt 2.8 KB
    icon 06 - Transfer Learning and Fine Tuning/011 Evaluating Transfer Learning results.mp4 3.6 MB
    icon 06 - Transfer Learning and Fine Tuning/011 Evaluating Transfer Learning results_en.vtt 1.6 KB
    icon 06 - Transfer Learning and Fine Tuning/012 Fine Tuning model definition.mp4 9.4 MB
    icon 06 - Transfer Learning and Fine Tuning/012 Fine Tuning model definition_en.vtt 4.1 KB
    icon 06 - Transfer Learning and Fine Tuning/013 Compiling the Fine Tuning model.mp4 2.5 MB
    icon 06 - Transfer Learning and Fine Tuning/013 Compiling the Fine Tuning model_en.vtt 1.3 KB
    icon 06 - Transfer Learning and Fine Tuning/014 Fine Tuning.mp4 4.3 MB
    icon 06 - Transfer Learning and Fine Tuning/014 Fine Tuning_en.vtt 2.3 KB
    icon 06 - Transfer Learning and Fine Tuning/015 Evaluating Fine Tuning results.mp4 3.6 MB
    icon 06 - Transfer Learning and Fine Tuning/015 Evaluating Fine Tuning results_en.vtt 1.8 KB
    icon 06 - Transfer Learning and Fine Tuning/external-assets-links.txt 125 B
    icon 07 - Deep Reinforcement Learning Theory/001 What is Reinforcement Learning.mp4 24.9 MB
    icon 07 - Deep Reinforcement Learning Theory/001 What is Reinforcement Learning_en.vtt 16.9 KB
    icon 07 - Deep Reinforcement Learning Theory/002 The Bellman Equation.mp4 48.2 MB
    icon 07 - Deep Reinforcement Learning Theory/002 The Bellman Equation_en.vtt 28.2 KB
    icon 07 - Deep Reinforcement Learning Theory/003 Markov Decision Process (MDP).mp4 42.4 MB
    icon 07 - Deep Reinforcement Learning Theory/003 Markov Decision Process (MDP)_en.vtt 24.5 KB
    icon 07 - Deep Reinforcement Learning Theory/004 Q-Learning Intuition.mp4 29.3 MB
    icon 07 - Deep Reinforcement Learning Theory/004 Q-Learning Intuition_en.vtt 20.3 KB
    icon 07 - Deep Reinforcement Learning Theory/005 Temporal Difference.mp4 36.6 MB
    icon 07 - Deep Reinforcement Learning Theory/005 Temporal Difference_en.vtt 26.1 KB
    icon 07 - Deep Reinforcement Learning Theory/006 Deep Q-Learning Intuition - Step 1.mp4 34.5 MB
    icon 07 - Deep Reinforcement Learning Theory/006 Deep Q-Learning Intuition - Step 1_en.vtt 20.5 KB
    icon 07 - Deep Reinforcement Learning Theory/007 Deep Q-Learning Intuition - Step 2.mp4 14.6 MB
    icon 07 - Deep Reinforcement Learning Theory/007 Deep Q-Learning Intuition - Step 2_en.vtt 9 KB
    icon 07 - Deep Reinforcement Learning Theory/008 Experience Replay.mp4 38.2 MB
    icon 07 - Deep Reinforcement Learning Theory/008 Experience Replay_en.vtt 21.9 KB
    icon 07 - Deep Reinforcement Learning Theory/009 Action Selection Policies.mp4 54.4 MB
    icon 07 - Deep Reinforcement Learning Theory/009 Action Selection Policies_en.vtt 22.8 KB
    icon 08 - Deep Reinforcement Learning for Stock Market trading/001 Project Setup.mp4 9 MB
    icon 08 - Deep Reinforcement Learning for Stock Market trading/001 Project Setup_en.vtt 2.6 KB
    icon 08 - Deep Reinforcement Learning for Stock Market trading/002 AI Trader - Step 1.mp4 11.5 MB

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