Filename Size 1. Introduction/1. Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit..mp4 146.3 MB 1. Introduction/1. Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit..srt 26.4 KB 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 KB 16. Annex 2 - Convolutional Neural Networks Theory/7. Step 4 - Full Connection.mp4 194.2 MB 2. TensorFlow 2.0 Basics/1. From TensorFlow 1.x to TensorFlow 2.0.mp4 114.8 MB 2. TensorFlow 2.0 Basics/1. From TensorFlow 1.x to TensorFlow 2.0.srt 16.5 KB 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 71.3 MB 2. TensorFlow 2.0 Basics/2. Constants, Variables, Tensors.srt 13.3 KB 2. TensorFlow 2.0 Basics/3. Operations with Tensors.mp4 49.3 MB 2. TensorFlow 2.0 Basics/3. Operations with Tensors.srt 8.4 KB 2. TensorFlow 2.0 Basics/4. Strings.mp4 40.2 MB 2. TensorFlow 2.0 Basics/4. Strings.srt 8.8 KB 3. Artificial Neural Networks/1. Project Setup.mp4 59.3 MB 3. Artificial Neural Networks/1. Project Setup.srt 8.7 KB 3. Artificial Neural Networks/1.1 Google Colab ANN.html 134 B 3. Artificial Neural Networks/2. Data Preprocessing.mp4 61.8 MB 3. Artificial Neural Networks/2. Data Preprocessing.srt 10.6 KB 3. Artificial Neural Networks/3. Building the Artificial Neural Network.mp4 60.4 MB 3. Artificial Neural Networks/3. Building the Artificial Neural Network.srt 15.2 KB 3. Artificial Neural Networks/4. Training the Artificial Neural Network.mp4 48.5 MB 3. Artificial Neural Networks/4. Training the Artificial Neural Network.srt 10.4 KB 3. Artificial Neural Networks/5. Evaluating the Artificial Neural Network.mp4 31.4 MB 3. Artificial Neural Networks/5. Evaluating the Artificial Neural Network.srt 6.8 KB 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 47.4 MB 4. Convolutional Neural Networks/1. Project Setup & Data Preprocessing.srt 11.3 KB 4. Convolutional Neural Networks/1.1 Google Colab CNN.html 134 B 4. Convolutional Neural Networks/2. Building the Convolutional Neural Network.mp4 88.2 MB 4. Convolutional Neural Networks/2. Building the Convolutional Neural Network.srt 20.2 KB 4. Convolutional Neural Networks/3. Training and Evaluating the Convolutional Neural Network.mp4 58.2 MB 4. Convolutional Neural Networks/3. Training and Evaluating the Convolutional Neural Network.srt 11 KB 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 46.4 MB 5. Recurrent Neural Networks/1. Project Setup & Data Preprocessing.srt 10.2 KB 5. Recurrent Neural Networks/1.1 Google Colab RNN.html 134 B 5. Recurrent Neural Networks/2. Building the Recurrent Neural Network.mp4 40 MB 5. Recurrent Neural Networks/2. Building the Recurrent Neural Network.srt 9.2 KB 5. Recurrent Neural Networks/3. Training and Evaluating the Recurrent Neural Network.mp4 48.9 MB 5. Recurrent Neural Networks/3. Training and Evaluating the Recurrent Neural Network.srt 10.3 KB 5. Recurrent Neural Networks/4. Recurrent Neural Network Quiz.html 123 B 6. Transfer Learning and Fine Tuning/1. What is Transfer Learning.mp4 46.5 MB 6. Transfer Learning and Fine Tuning/1. What is Transfer Learning.srt 6.1 KB 6. Transfer Learning and Fine Tuning/10. Transfer Learning.mp4 16.8 MB 6. Transfer Learning and Fine Tuning/10. Transfer Learning.srt 3.1 KB 6. Transfer Learning and Fine Tuning/11. Evaluating Transfer Learning results.mp4 9.4 MB 6. Transfer Learning and Fine Tuning/11. Evaluating Transfer Learning results.srt 1.6 KB 6. Transfer Learning and Fine Tuning/12. Fine Tuning model definition.mp4 24.6 MB 6. Transfer Learning and Fine Tuning/12. Fine Tuning model definition.srt 4.6 KB 6. Transfer Learning and Fine Tuning/13. Compiling the Fine Tuning model.mp4 6.4 MB 6. Transfer Learning and Fine Tuning/13. Compiling the Fine Tuning model.srt 1.5 KB 6. Transfer Learning and Fine Tuning/14. Fine Tuning.mp4 10.2 MB 6. Transfer Learning and Fine Tuning/14. Fine Tuning.srt 2.6 KB 6. Transfer Learning and Fine Tuning/15. Evaluating Fine Tuning results.mp4 9 MB 6. Transfer Learning and Fine Tuning/15. Evaluating Fine Tuning results.srt 1.9 KB 6. Transfer Learning and Fine Tuning/16. Transfer Learning quiz.html 123 B 6. Transfer Learning and Fine Tuning/2. Project Setup.mp4 49.4 MB 6. Transfer Learning and Fine Tuning/2. Project Setup.srt 4.5 KB 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 31.8 MB 6. Transfer Learning and Fine Tuning/3. Dataset preprocessing.srt 6.3 KB 6. Transfer Learning and Fine Tuning/4. Loading the MobileNet V2 model.mp4 17.8 MB 6. Transfer Learning and Fine Tuning/4. Loading the MobileNet V2 model.srt 3.8 KB 6. Transfer Learning and Fine Tuning/5. Freezing the pre-trained model.mp4 6.1 MB 6. Transfer Learning and Fine Tuning/5. Freezing the pre-trained model.srt 1.7 KB 6. Transfer Learning and Fine Tuning/6. Adding a custom head to the pre-trained model.mp4 19.7 MB 6. Transfer Learning and Fine Tuning/6. Adding a custom head to the pre-trained model.srt 4.2 KB 6. Transfer Learning and Fine Tuning/7. Defining the transfer learning model.mp4 13.2 MB 6. Transfer Learning and Fine Tuning/7. Defining the transfer learning model.srt 2.4 KB 6. Transfer Learning and Fine Tuning/8. Compiling the Transfer Learning model.mp4 12.6 MB 6. Transfer Learning and Fine Tuning/8. Compiling the Transfer Learning model.srt 3.5 KB 6. Transfer Learning and Fine Tuning/9. Image Data Generators.mp4 32.6 MB 6. Transfer Learning and Fine Tuning/9. Image Data Generators.srt 6.3 KB 7. Deep Reinforcement Learning Theory/1. What is Reinforcement Learning.mp4 68.5 MB 7. Deep Reinforcement Learning Theory/1. What is Reinforcement Learning.srt 18.2 KB 7. Deep Reinforcement Learning Theory/2. The Bellman Equation.mp4 95.1 MB 7. Deep Reinforcement Learning Theory/2. The Bellman Equation.srt 31.3 KB 7. Deep Reinforcement Learning Theory/3. Markov Decision Process (MDP).mp4 94.3 MB 7. Deep Reinforcement Learning Theory/3. Markov Decision Process (MDP).srt 27.1 KB 7. Deep Reinforcement Learning Theory/4. Q-Learning Intuition.mp4 79.1 MB 7. Deep Reinforcement Learning Theory/4. Q-Learning Intuition.srt 21.7 KB 7. Deep Reinforcement Learning Theory/5. Temporal Difference.mp4 97.1 MB 7. Deep Reinforcement Learning Theory/5. Temporal Difference.srt 28.8 KB 7. Deep Reinforcement Learning Theory/6. Deep Q-Learning Intuition - Step 1.mp4 99.9 MB 7. Deep Reinforcement Learning Theory/6. Deep Q-Learning Intuition - Step 1.srt 22.4 KB 7. Deep Reinforcement Learning Theory/7. Deep Q-Learning Intuition - Step 2.mp4 43.1 MB 7. Deep Reinforcement Learning Theory/7. Deep Q-Learning Intuition - Step 2.srt 9.8 KB 7. Deep Reinforcement Learning Theory/8. Experience Replay.mp4 114.7 MB 7. Deep Reinforcement Learning Theory/8. Experience Replay.srt 23.9 KB 7. Deep Reinforcement Learning Theory/9. Action Selection Policies.mp4 136.8 MB 7. Deep Reinforcement Learning Theory/9. Action Selection Policies.srt 24 KB Verify Files.txt 1 KB