[DesireCourse.Net] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API

Infohash: b986562338a6c8f0b9959b0a739b5f6388e102c5
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Total size: 5.1 GiB
Files: 258
Source: dht
Added: 2026-08-19 23:39

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Path	Size
0. Websites you may like/[CourseClub.Me].url Executable / risky type	48 B
0. Websites you may like/[DesireCourse.Net].url Executable / risky type	51 B
1. Introduction/1. Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit..mp4.!qB	146.3 MiB
1. Introduction/1. Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit..srt	26.4 KiB
1. Introduction/2. Course Curriculum & Colab Toolkit.html	464 B
1. Introduction/3. BONUS 10 advantages of TensorFlow.html	613 B
1. Introduction/4. BONUS Learning Path.html	1.8 KiB
1. Introduction/[CourseClub.Me].url Executable / risky type	48 B
1. Introduction/[DesireCourse.Net].url Executable / risky type	51 B
10. Dataset Preprocessing with TensorFlow Transform (TFT)/1. Project Setup.mp4	10.1 MiB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/1. Project Setup.srt	2.8 KiB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/1.1 Google Colab TFT.html	134 B
10. Dataset Preprocessing with TensorFlow Transform (TFT)/1.2 pollution_small.csv	72.7 KiB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/2. Initial dataset preprocessing.mp4	35.0 MiB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/2. Initial dataset preprocessing.srt	8.4 KiB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/3. Dataset metadata.mp4	20.9 MiB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/3. Dataset metadata.srt	4.8 KiB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/4. Preprocessing function.mp4	21.1 MiB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/4. Preprocessing function.srt	6.0 KiB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/5. Dataset preprocessing pipeline.mp4.!qB	74.0 MiB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/5. Dataset preprocessing pipeline.srt	10.6 KiB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/6. What's next.html	2.1 KiB
11. Fashion API with Flask and TensorFlow 2.0/1. Project Setup.mp4.!qB	36.7 MiB
11. Fashion API with Flask and TensorFlow 2.0/1. Project Setup.srt	7.7 KiB
11. Fashion API with Flask and TensorFlow 2.0/1.1 Flask API.zip	372.4 KiB
11. Fashion API with Flask and TensorFlow 2.0/2. Importing project dependencies.mp4.!qB	11.9 MiB
11. Fashion API with Flask and TensorFlow 2.0/2. Importing project dependencies.srt	2.5 KiB
11. Fashion API with Flask and TensorFlow 2.0/3. Loading a pre-trained model.mp4.!qB	20.5 MiB
11. Fashion API with Flask and TensorFlow 2.0/3. Loading a pre-trained model.srt	3.9 KiB
11. Fashion API with Flask and TensorFlow 2.0/4. Defining the Flask application.mp4.!qB	12.4 MiB
11. Fashion API with Flask and TensorFlow 2.0/4. Defining the Flask application.srt	1.8 KiB
11. Fashion API with Flask and TensorFlow 2.0/5. Creating classify function.mp4.!qB	53.1 MiB
11. Fashion API with Flask and TensorFlow 2.0/5. Creating classify function.srt	5.6 KiB
11. Fashion API with Flask and TensorFlow 2.0/6. Starting the Flask application.mp4.!qB	27.6 MiB
11. Fashion API with Flask and TensorFlow 2.0/6. Starting the Flask application.srt	2.7 KiB
11. Fashion API with Flask and TensorFlow 2.0/7. Sending API requests over internet to the model.mp4.!qB	35.0 MiB
11. Fashion API with Flask and TensorFlow 2.0/7. Sending API requests over internet to the model.srt	4.5 KiB
12. Image Classification API with TensorFlow Serving/1. What is the TensorFlow Serving.mp4.!qB	24.5 MiB
12. Image Classification API with TensorFlow Serving/1. What is the TensorFlow Serving.srt	7.6 KiB
12. Image Classification API with TensorFlow Serving/10. Sending the POST request to a specific model.mp4.!qB	9.6 MiB
12. Image Classification API with TensorFlow Serving/10. Sending the POST request to a specific model.srt	2.4 KiB
12. Image Classification API with TensorFlow Serving/2. TensorFlow Serving architecture.mp4.!qB	19.5 MiB
12. Image Classification API with TensorFlow Serving/2. TensorFlow Serving architecture.srt	4.5 KiB
12. Image Classification API with TensorFlow Serving/3. Project setup.mp4.!qB	25.5 MiB
12. Image Classification API with TensorFlow Serving/3. Project setup.srt	4.6 KiB
12. Image Classification API with TensorFlow Serving/3.1 Google Colab TensorFlow Serving.html	134 B
12. Image Classification API with TensorFlow Serving/4. Dataset preprocessing.mp4.!qB	23.7 MiB
12. Image Classification API with TensorFlow Serving/4. Dataset preprocessing.srt	5.1 KiB
12. Image Classification API with TensorFlow Serving/5. Defining, training and evaluating a model.mp4.!qB	23.3 MiB
12. Image Classification API with TensorFlow Serving/5. Defining, training and evaluating a model.srt	3.4 KiB
12. Image Classification API with TensorFlow Serving/6. Saving the model for production.mp4.!qB	25.4 MiB
12. Image Classification API with TensorFlow Serving/6. Saving the model for production.srt	5.3 KiB
12. Image Classification API with TensorFlow Serving/7. Serving the TensorFlow 2.0 Model.mp4.!qB	27.9 MiB
12. Image Classification API with TensorFlow Serving/7. Serving the TensorFlow 2.0 Model.srt	4.9 KiB
12. Image Classification API with TensorFlow Serving/8. Creating a JSON object.mp4.!qB	23.6 MiB
12. Image Classification API with TensorFlow Serving/8. Creating a JSON object.srt	3.5 KiB
12. Image Classification API with TensorFlow Serving/9. Sending the first POST request to the model.mp4.!qB	27.3 MiB
12. Image Classification API with TensorFlow Serving/9. Sending the first POST request to the model.srt	7.1 KiB
13. TensorFlow Lite Prepare a model for a mobile device/1. What is the TensorFlow Lite.mp4.!qB	14.0 MiB
13. TensorFlow Lite Prepare a model for a mobile device/1. What is the TensorFlow Lite.srt	5.2 KiB
13. TensorFlow Lite Prepare a model for a mobile device/10. What's next.html	2.2 KiB
13. TensorFlow Lite Prepare a model for a mobile device/2. Project setup.mp4.!qB	8.1 MiB
13. TensorFlow Lite Prepare a model for a mobile device/2. Project setup.srt	2.6 KiB
13. TensorFlow Lite Prepare a model for a mobile device/2.1 Google Colab TensorFlow Lite.html	134 B
13. TensorFlow Lite Prepare a model for a mobile device/3. Dataset preprocessing.mp4.!qB	28.8 MiB
13. TensorFlow Lite Prepare a model for a mobile device/3. Dataset preprocessing.srt	4.2 KiB
13. TensorFlow Lite Prepare a model for a mobile device/4. Building a model.mp4	14.8 MiB
13. TensorFlow Lite Prepare a model for a mobile device/4. Building a model.srt	3.2 KiB
13. TensorFlow Lite Prepare a model for a mobile device/5. Training, evaluating the model.mp4.!qB	15.2 MiB
13. TensorFlow Lite Prepare a model for a mobile device/5. Training, evaluating the model.srt	2.5 KiB
13. TensorFlow Lite Prepare a model for a mobile device/6. Saving the model.mp4.!qB	9.4 MiB
13. TensorFlow Lite Prepare a model for a mobile device/6. Saving the model.srt	2.1 KiB
13. TensorFlow Lite Prepare a model for a mobile device/7. TensorFlow Lite Converter.mp4.!qB	6.3 MiB
13. TensorFlow Lite Prepare a model for a mobile device/7. TensorFlow Lite Converter.srt	1.8 KiB
13. TensorFlow Lite Prepare a model for a mobile device/8. Converting the model to a TensorFlow Lite model.mp4.!qB	4.9 MiB
13. TensorFlow Lite Prepare a model for a mobile device/8. Converting the model to a TensorFlow Lite model.srt	1.4 KiB
13. TensorFlow Lite Prepare a model for a mobile device/9. Saving the converted model.mp4.!qB	8.7 MiB
13. TensorFlow Lite Prepare a model for a mobile device/9. Saving the converted model.srt	1.9 KiB
14. Distributed Training with TensorFlow 2.0/1. What is the Distributed Training.mp4.!qB	11.1 MiB
14. Distributed Training with TensorFlow 2.0/1. What is the Distributed Training.srt	4.3 KiB
14. Distributed Training with TensorFlow 2.0/2. Project Setup.mp4.!qB	9.1 MiB
14. Distributed Training with TensorFlow 2.0/2. Project Setup.srt	2.0 KiB
14. Distributed Training with TensorFlow 2.0/2.1 Google Colab Distributed Training.html	134 B
14. Distributed Training with TensorFlow 2.0/3. Dataset preprocessing.mp4.!qB	25.6 MiB
14. Distributed Training with TensorFlow 2.0/3. Dataset preprocessing.srt	5.5 KiB
14. Distributed Training with TensorFlow 2.0/4. Defining a non-distributed model (normal CNN model).mp4.!qB	14.0 MiB
14. Distributed Training with TensorFlow 2.0/4. Defining a non-distributed model (normal CNN model).srt	3.7 KiB
14. Distributed Training with TensorFlow 2.0/5. Setting up a distributed strategy.mp4.!qB	7.4 MiB
14. Distributed Training with TensorFlow 2.0/5. Setting up a distributed strategy.srt	2.3 KiB
14. Distributed Training with TensorFlow 2.0/6. Defining a distributed model.mp4.!qB	12.5 MiB
14. Distributed Training with TensorFlow 2.0/6. Defining a distributed model.srt	2.4 KiB
14. Distributed Training with TensorFlow 2.0/7. Final evaluation - Speed test normal model vs distributed model.mp4.!qB	28.4 MiB
14. Distributed Training with TensorFlow 2.0/7. Final evaluation - Speed test normal model vs distributed model.srt	4.4 KiB
14. Distributed Training with TensorFlow 2.0/[CourseClub.Me].url Executable / risky type	48 B
14. Distributed Training with TensorFlow 2.0/[DesireCourse.Net].url Executable / risky type	51 B
15. Annex 1 - Artificial Neural Networks Theory/1. Plan of Attack.mp4.!qB	11.8 MiB
15. Annex 1 - Artificial Neural Networks Theory/1. Plan of Attack.srt	4.0 KiB
15. Annex 1 - Artificial Neural Networks Theory/2. The Neuron.mp4.!qB	98.7 MiB
15. Annex 1 - Artificial Neural Networks Theory/2. The Neuron.srt	25.0 KiB
15. Annex 1 - Artificial Neural Networks Theory/3. The Activation Function.mp4.!qB	45.3 MiB
15. Annex 1 - Artificial Neural Networks Theory/3. The Activation Function.srt	12.0 KiB
15. Annex 1 - Artificial Neural Networks Theory/4. How do Neural Networks Work.mp4.!qB	81.8 MiB
15. Annex 1 - Artificial Neural Networks Theory/4. How do Neural Networks Work.srt	19.0 KiB
15. Annex 1 - Artificial Neural Networks Theory/5. How do Neural Networks Learn.mp4.!qB	112.2 MiB
15. Annex 1 - Artificial Neural Networks Theory/5. How do Neural Networks Learn.srt	19.2 KiB
15. Annex 1 - Artificial Neural Networks Theory/6. Gradient Descent.mp4.!qB	60.6 MiB
15. Annex 1 - Artificial Neural Networks Theory/6. Gradient Descent.srt	14.0 KiB
15. Annex 1 - Artificial Neural Networks Theory/7. Stochastic Gradient Descent.mp4.!qB	67.2 MiB
15. Annex 1 - Artificial Neural Networks Theory/7. Stochastic Gradient Descent.srt	12.3 KiB
15. Annex 1 - Artificial Neural Networks Theory/8. Backpropagation.mp4.!qB	43.1 MiB
15. Annex 1 - Artificial Neural Networks Theory/8. Backpropagation.srt	7.3 KiB
16. Annex 2 - Convolutional Neural Networks Theory/1. Plan of Attack.mp4.!qB	15.8 MiB
16. Annex 2 - Convolutional Neural Networks Theory/1. Plan of Attack.srt	5.4 KiB
16. Annex 2 - Convolutional Neural Networks Theory/2. What are Convolutional Neural Networks.mp4.!qB	107.9 MiB
16. Annex 2 - Convolutional Neural Networks Theory/2. What are Convolutional Neural Networks.srt	22.1 KiB
16. Annex 2 - Convolutional Neural Networks Theory/3. Step 1 - Convolution.mp4.!qB	97.8 MiB
16. Annex 2 - Convolutional Neural Networks Theory/3. Step 1 - Convolution.srt	23.3 KiB
16. Annex 2 - Convolutional Neural Networks Theory/4. Step 1 Bis - ReLU Layer.mp4.!qB	53.4 MiB
16. Annex 2 - Convolutional Neural Networks Theory/4. Step 1 Bis - ReLU Layer.srt	9.7 KiB
16. Annex 2 - Convolutional Neural Networks Theory/5. Step 2 - Max Pooling.mp4.!qB	137.2 MiB
16. Annex 2 - Convolutional Neural Networks Theory/5. Step 2 - Max Pooling.srt.!qB	21.0 KiB
16. Annex 2 - Convolutional Neural Networks Theory/6. Step 3 - Flattening.mp4.!qB	7.9 MiB
16. Annex 2 - Convolutional Neural Networks Theory/6. Step 3 - Flattening.srt	2.7 KiB
16. Annex 2 - Convolutional Neural Networks Theory/7. Step 4 - Full Connection.mp4.!qB	194.2 MiB
16. Annex 2 - Convolutional Neural Networks Theory/7. Step 4 - Full Connection.srt	28.6 KiB
16. Annex 2 - Convolutional Neural Networks Theory/8. Summary.mp4.!qB	30.3 MiB
16. Annex 2 - Convolutional Neural Networks Theory/8. Summary.srt	6.0 KiB
16. Annex 2 - Convolutional Neural Networks Theory/9. Softmax & Cross-Entropy.mp4.!qB	117.8 MiB
16. Annex 2 - Convolutional Neural Networks Theory/9. Softmax & Cross-Entropy.srt	25.7 KiB
17. Annex 3 - Recurrent Neural Networks Theory/1. Plan of Attack.mp4.!qB	10.5 MiB
17. Annex 3 - Recurrent Neural Networks Theory/1. Plan of Attack.srt	3.5 KiB
17. Annex 3 - Recurrent Neural Networks Theory/2. What are Recurrent Neural Networks.mp4.!qB	120.9 MiB
17. Annex 3 - Recurrent Neural Networks Theory/2. What are Recurrent Neural Networks.srt	24.3 KiB
17. Annex 3 - Recurrent Neural Networks Theory/3. Vanishing Gradient.mp4.!qB	111.0 MiB
17. Annex 3 - Recurrent Neural Networks Theory/3. Vanishing Gradient.srt	20.5 KiB
17. Annex 3 - Recurrent Neural Networks Theory/4. LSTMs.mp4.!qB	136.4 MiB
17. Annex 3 - Recurrent Neural Networks Theory/4. LSTMs.srt	28.2 KiB
17. Annex 3 - Recurrent Neural Networks Theory/5. LSTM Practical Intuition.mp4.!qB	187.4 MiB
17. Annex 3 - Recurrent Neural Networks Theory/5. LSTM Practical Intuition.srt	21.0 KiB
17. Annex 3 - Recurrent Neural Networks Theory/6. LSTM Variations.mp4.!qB	20.1 MiB
17. Annex 3 - Recurrent Neural Networks Theory/6. LSTM Variations.srt	4.6 KiB
18. Bonus Lectures/1. SPECIAL COVID-19 BONUS.html	722 B
18. Bonus Lectures/2. YOUR SPECIAL BONUS.html	1.1 KiB
18. Bonus Lectures/3. FREE LEARNING RESOURCES FOR YOU.html	2.3 KiB
2. TensorFlow 2.0 Basics/1. From TensorFlow 1.x to TensorFlow 2.0.mp4.!qB	114.8 MiB
2. TensorFlow 2.0 Basics/1. From TensorFlow 1.x to TensorFlow 2.0.srt	16.5 KiB
2. TensorFlow 2.0 Basics/1.1 Google Colab TensorFlow 1.x to TensorFlow 2.0.html	134 B
2. TensorFlow 2.0 Basics/2. Constants, Variables, Tensors.mp4.!qB	71.3 MiB
2. TensorFlow 2.0 Basics/2. Constants, Variables, Tensors.srt	13.3 KiB
2. TensorFlow 2.0 Basics/3. Operations with Tensors.mp4.!qB	49.3 MiB
2. TensorFlow 2.0 Basics/3. Operations with Tensors.srt	8.4 KiB
2. TensorFlow 2.0 Basics/4. Strings.mp4.!qB	40.2 MiB
2. TensorFlow 2.0 Basics/4. Strings.srt	8.8 KiB
3. Artificial Neural Networks/1. Project Setup.mp4.!qB	59.3 MiB
3. Artificial Neural Networks/1. Project Setup.srt	8.7 KiB
3. Artificial Neural Networks/1.1 Google Colab ANN.html	134 B
3. Artificial Neural Networks/2. Data Preprocessing.mp4.!qB	61.8 MiB
3. Artificial Neural Networks/2. Data Preprocessing.srt	10.6 KiB
3. Artificial Neural Networks/3. Building the Artificial Neural Network.mp4.!qB	60.4 MiB
3. Artificial Neural Networks/3. Building the Artificial Neural Network.srt	15.2 KiB
3. Artificial Neural Networks/4. Training the Artificial Neural Network.mp4.!qB	48.5 MiB
3. Artificial Neural Networks/4. Training the Artificial Neural Network.srt	10.4 KiB
3. Artificial Neural Networks/5. Evaluating the Artificial Neural Network.mp4.!qB	31.4 MiB
3. Artificial Neural Networks/5. Evaluating the Artificial Neural Network.srt	6.8 KiB
3. Artificial Neural Networks/6. Artificial Neural Network Quiz.html	123 B
3. Artificial Neural Networks/7. HOMEWORK Artificial Neural Networks.html	493 B
3. Artificial Neural Networks/8. HOMEWORK SOLUTION Artificial Neural Networks.html	421 B
4. Convolutional Neural Networks/1. Project Setup & Data Preprocessing.mp4.!qB	47.4 MiB
4. Convolutional Neural Networks/1. Project Setup & Data Preprocessing.srt	11.3 KiB
4. Convolutional Neural Networks/1.1 Google Colab CNN.html	134 B
4. Convolutional Neural Networks/2. Building the Convolutional Neural Network.mp4.!qB	88.2 MiB
4. Convolutional Neural Networks/2. Building the Convolutional Neural Network.srt	20.2 KiB
4. Convolutional Neural Networks/3. Training and Evaluating the Convolutional Neural Network.mp4.!qB	58.2 MiB
4. Convolutional Neural Networks/3. Training and Evaluating the Convolutional Neural Network.srt	11.0 KiB
4. Convolutional Neural Networks/4. Convolutional Neural Networks Quiz.html	123 B
4. Convolutional Neural Networks/5. HOMEWORK Convolutional Neural Networks.html	500 B
4. Convolutional Neural Networks/6. HOMEWORK SOLUTION Convolutional Neural Networks.html	573 B
5. Recurrent Neural Networks/1. Project Setup & Data Preprocessing.mp4.!qB	46.4 MiB
5. Recurrent Neural Networks/1. Project Setup & Data Preprocessing.srt	10.2 KiB
5. Recurrent Neural Networks/1.1 Google Colab RNN.html	134 B
5. Recurrent Neural Networks/2. Building the Recurrent Neural Network.mp4.!qB	40.0 MiB
5. Recurrent Neural Networks/2. Building the Recurrent Neural Network.srt	9.2 KiB
5. Recurrent Neural Networks/3. Training and Evaluating the Recurrent Neural Network.mp4.!qB	48.9 MiB
5. Recurrent Neural Networks/3. Training and Evaluating the Recurrent Neural Network.srt	10.3 KiB
5. Recurrent Neural Networks/4. Recurrent Neural Network Quiz.html	123 B
6. Transfer Learning and Fine Tuning/1. What is Transfer Learning.mp4.!qB	46.5 MiB
6. Transfer Learning and Fine Tuning/1. What is Transfer Learning.srt	6.1 KiB
6. Transfer Learning and Fine Tuning/10. Transfer Learning.mp4.!qB	16.8 MiB
6. Transfer Learning and Fine Tuning/10. Transfer Learning.srt	3.1 KiB
6. Transfer Learning and Fine Tuning/11. Evaluating Transfer Learning results.mp4.!qB	9.4 MiB
6. Transfer Learning and Fine Tuning/11. Evaluating Transfer Learning results.srt	1.6 KiB
6. Transfer Learning and Fine Tuning/12. Fine Tuning model definition.mp4.!qB	24.6 MiB
6. Transfer Learning and Fine Tuning/12. Fine Tuning model definition.srt	4.6 KiB
6. Transfer Learning and Fine Tuning/13. Compiling the Fine Tuning model.mp4.!qB	6.4 MiB
6. Transfer Learning and Fine Tuning/13. Compiling the Fine Tuning model.srt	1.5 KiB
6. Transfer Learning and Fine Tuning/14. Fine Tuning.mp4.!qB	10.2 MiB
6. Transfer Learning and Fine Tuning/14. Fine Tuning.srt	2.6 KiB
6. Transfer Learning and Fine Tuning/15. Evaluating Fine Tuning results.mp4.!qB	9.0 MiB
6. Transfer Learning and Fine Tuning/15. Evaluating Fine Tuning results.srt	1.9 KiB
6. Transfer Learning and Fine Tuning/16. Transfer Learning quiz.html	123 B
6. Transfer Learning and Fine Tuning/2. Project Setup.mp4.!qB	49.4 MiB
6. Transfer Learning and Fine Tuning/2. Project Setup.srt	4.5 KiB
6. Transfer Learning and Fine Tuning/2.1 Google Colab Transfer Learning and Fine Tuning.html	134 B
6. Transfer Learning and Fine Tuning/3. Dataset preprocessing.mp4.!qB	31.8 MiB
6. Transfer Learning and Fine Tuning/3. Dataset preprocessing.srt	6.3 KiB
6. Transfer Learning and Fine Tuning/4. Loading the MobileNet V2 model.mp4.!qB	17.8 MiB
6. Transfer Learning and Fine Tuning/4. Loading the MobileNet V2 model.srt	3.8 KiB
6. Transfer Learning and Fine Tuning/5. Freezing the pre-trained model.mp4.!qB	6.1 MiB
6. Transfer Learning and Fine Tuning/5. Freezing the pre-trained model.srt	1.7 KiB
6. Transfer Learning and Fine Tuning/6. Adding a custom head to the pre-trained model.mp4.!qB	19.7 MiB
6. Transfer Learning and Fine Tuning/6. Adding a custom head to the pre-trained model.srt	4.2 KiB
6. Transfer Learning and Fine Tuning/7. Defining the transfer learning model.mp4.!qB	13.2 MiB
6. Transfer Learning and Fine Tuning/7. Defining the transfer learning model.srt	2.4 KiB
6. Transfer Learning and Fine Tuning/8. Compiling the Transfer Learning model.mp4.!qB	12.6 MiB
6. Transfer Learning and Fine Tuning/8. Compiling the Transfer Learning model.srt	3.5 KiB
6. Transfer Learning and Fine Tuning/9. Image Data Generators.mp4.!qB	32.6 MiB
6. Transfer Learning and Fine Tuning/9. Image Data Generators.srt	6.3 KiB
7. Deep Reinforcement Learning Theory/1. What is Reinforcement Learning.mp4.!qB	68.5 MiB
7. Deep Reinforcement Learning Theory/1. What is Reinforcement Learning.srt	18.2 KiB
7. Deep Reinforcement Learning Theory/2. The Bellman Equation.mp4.!qB	95.1 MiB
7. Deep Reinforcement Learning Theory/2. The Bellman Equation.srt	31.3 KiB
7. Deep Reinforcement Learning Theory/3. Markov Decision Process (MDP).mp4.!qB	94.3 MiB
7. Deep Reinforcement Learning Theory/3. Markov Decision Process (MDP).srt	27.1 KiB
7. Deep Reinforcement Learning Theory/4. Q-Learning Intuition.mp4.!qB	79.1 MiB
7. Deep Reinforcement Learning Theory/4. Q-Learning Intuition.srt	21.7 KiB
7. Deep Reinforcement Learning Theory/5. Temporal Difference.mp4.!qB	97.1 MiB
7. Deep Reinforcement Learning Theory/5. Temporal Difference.srt	28.8 KiB
7. Deep Reinforcement Learning Theory/6. Deep Q-Learning Intuition - Step 1.mp4.!qB	99.5 MiB
7. Deep Reinforcement Learning Theory/7. Deep Q-Learning Intuition - Step 2.mp4.!qB	43.1 MiB
7. Deep Reinforcement Learning Theory/7. Deep Q-Learning Intuition - Step 2.srt	9.8 KiB
7. Deep Reinforcement Learning Theory/8. Experience Replay.mp4.!qB	112.5 MiB
7. Deep Reinforcement Learning Theory/9. Action Selection Policies.mp4.!qB	134.7 MiB
8. Deep Reinforcement Learning for Stock Market trading/1. Project Setup.mp4.!qB	11.9 MiB
8. Deep Reinforcement Learning for Stock Market trading/1. Project Setup.srt	2.9 KiB
8. Deep Reinforcement Learning for Stock Market trading/1.1 Google Colab Deep-Q Trading Bot.html	134 B
8. Deep Reinforcement Learning for Stock Market trading/10. Defining the model.mp4.!qB	11.9 MiB
8. Deep Reinforcement Learning for Stock Market trading/10. Defining the model.srt	3.2 KiB
8. Deep Reinforcement Learning for Stock Market trading/11. Training loop - Step 1.mp4.!qB	25.1 MiB
8. Deep Reinforcement Learning for Stock Market trading/12. Training loop - Step 2.mp4.!qB	53.0 MiB
8. Deep Reinforcement Learning for Stock Market trading/2. AI Trader - Step 1.mp4.!qB	26.8 MiB
8. Deep Reinforcement Learning for Stock Market trading/3. AI Trader - Step 2.mp4.!qB	9.6 MiB
8. Deep Reinforcement Learning for Stock Market trading/4. AI Trader - Step 3.mp4.!qB	15.7 MiB
8. Deep Reinforcement Learning for Stock Market trading/5. AI Trader - Step 4.mp4.!qB	15.9 MiB
8. Deep Reinforcement Learning for Stock Market trading/5. AI Trader - Step 4.srt	3.4 KiB
8. Deep Reinforcement Learning for Stock Market trading/6. AI Trader - Step 5.mp4.!qB	33.2 MiB
8. Deep Reinforcement Learning for Stock Market trading/6. AI Trader - Step 5.srt	6.2 KiB
8. Deep Reinforcement Learning for Stock Market trading/7. Dataset Loader function.mp4.!qB	33.7 MiB
8. Deep Reinforcement Learning for Stock Market trading/8. State creator function.mp4.!qB	30.8 MiB
8. Deep Reinforcement Learning for Stock Market trading/9. Loading the dataset.mp4.!qB	9.5 MiB
9. Data Validation with TensorFlow Data Validation (TFDV)/1. Project Setup.mp4.!qB	20.4 MiB
9. Data Validation with TensorFlow Data Validation (TFDV)/2. Loading the pollution dataset.mp4.!qB	24.1 MiB
9. Data Validation with TensorFlow Data Validation (TFDV)/3. Creating dataset Schema.mp4.!qB	24.1 MiB
9. Data Validation with TensorFlow Data Validation (TFDV)/3. Creating dataset Schema.srt	6.4 KiB
9. Data Validation with TensorFlow Data Validation (TFDV)/4. Computing test set statistics.mp4.!qB	2.5 MiB
9. Data Validation with TensorFlow Data Validation (TFDV)/4. Computing test set statistics.srt	840 B
9. Data Validation with TensorFlow Data Validation (TFDV)/5. Anomaly detection with TensorFlow Data Validation.mp4.!qB	20.7 MiB
9. Data Validation with TensorFlow Data Validation (TFDV)/6. Preparing Schema for production.mp4.!qB	18.7 MiB
9. Data Validation with TensorFlow Data Validation (TFDV)/7. Saving the Schema.mp4.!qB	6.0 MiB

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