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 |
| 10. Dataset Preprocessing with TensorFlow Transform (TFT)/1. Project Setup.mp4 | 10.1 MB |
| 10. Dataset Preprocessing with TensorFlow Transform (TFT)/1. Project Setup.srt | 2.8 KB |
| 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 KB |
| 10. Dataset Preprocessing with TensorFlow Transform (TFT)/2. Initial dataset preprocessing.mp4 | 35 MB |
| 10. Dataset Preprocessing with TensorFlow Transform (TFT)/2. Initial dataset preprocessing.srt | 8.4 KB |
| 10. Dataset Preprocessing with TensorFlow Transform (TFT)/3. Dataset metadata.mp4 | 20.9 MB |
| 10. Dataset Preprocessing with TensorFlow Transform (TFT)/3. Dataset metadata.srt | 4.8 KB |
| 10. Dataset Preprocessing with TensorFlow Transform (TFT)/4. Preprocessing function.mp4 | 21.1 MB |
| 10. Dataset Preprocessing with TensorFlow Transform (TFT)/4. Preprocessing function.srt | 6 KB |
| 10. Dataset Preprocessing with TensorFlow Transform (TFT)/5. Dataset preprocessing pipeline.mp4 | 74 MB |
| 10. Dataset Preprocessing with TensorFlow Transform (TFT)/5. Dataset preprocessing pipeline.srt | 10.6 KB |
| 10. Dataset Preprocessing with TensorFlow Transform (TFT)/6. What's next.html | 2.1 KB |
| 11. Fashion API with Flask and TensorFlow 2.0/1. Project Setup.mp4 | 36.7 MB |
| 11. Fashion API with Flask and TensorFlow 2.0/1. Project Setup.srt | 7.7 KB |
| 11. Fashion API with Flask and TensorFlow 2.0/1.1 Flask API.zip | 372.4 KB |
| 11. Fashion API with Flask and TensorFlow 2.0/2. Importing project dependencies.mp4 | 11.9 MB |
| 11. Fashion API with Flask and TensorFlow 2.0/2. Importing project dependencies.srt | 2.5 KB |
| 11. Fashion API with Flask and TensorFlow 2.0/3. Loading a pre-trained model.mp4 | 20.5 MB |
| 11. Fashion API with Flask and TensorFlow 2.0/3. Loading a pre-trained model.srt | 3.9 KB |
| 11. Fashion API with Flask and TensorFlow 2.0/4. Defining the Flask application.mp4 | 12.4 MB |
| 11. Fashion API with Flask and TensorFlow 2.0/4. Defining the Flask application.srt | 1.8 KB |
| 11. Fashion API with Flask and TensorFlow 2.0/5. Creating classify function.mp4 | 53.1 MB |
| 11. Fashion API with Flask and TensorFlow 2.0/5. Creating classify function.srt | 5.6 KB |
| 11. Fashion API with Flask and TensorFlow 2.0/6. Starting the Flask application.mp4 | 27.6 MB |
| 11. Fashion API with Flask and TensorFlow 2.0/6. Starting the Flask application.srt | 2.7 KB |
| 11. Fashion API with Flask and TensorFlow 2.0/7. Sending API requests over internet to the model.mp4 | 35 MB |
| 11. Fashion API with Flask and TensorFlow 2.0/7. Sending API requests over internet to the model.srt | 4.5 KB |
| 12. Image Classification API with TensorFlow Serving/1. What is the TensorFlow Serving.mp4 | 24.5 MB |
| 12. Image Classification API with TensorFlow Serving/1. What is the TensorFlow Serving.srt | 7.6 KB |
| 12. Image Classification API with TensorFlow Serving/10. Sending the POST request to a specific model.mp4 | 9.6 MB |
| 12. Image Classification API with TensorFlow Serving/10. Sending the POST request to a specific model.srt | 2.4 KB |
| 12. Image Classification API with TensorFlow Serving/2. TensorFlow Serving architecture.mp4 | 19.5 MB |
| 12. Image Classification API with TensorFlow Serving/2. TensorFlow Serving architecture.srt | 4.5 KB |
| 12. Image Classification API with TensorFlow Serving/3. Project setup.mp4 | 25.5 MB |
| 12. Image Classification API with TensorFlow Serving/3. Project setup.srt | 4.6 KB |
| 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 | 23.7 MB |
| 12. Image Classification API with TensorFlow Serving/4. Dataset preprocessing.srt | 5.1 KB |
| 12. Image Classification API with TensorFlow Serving/5. Defining, training and evaluating a model.mp4 | 23.3 MB |
| 12. Image Classification API with TensorFlow Serving/5. Defining, training and evaluating a model.srt | 3.4 KB |
| 12. Image Classification API with TensorFlow Serving/6. Saving the model for production.mp4 | 25.4 MB |
| 12. Image Classification API with TensorFlow Serving/6. Saving the model for production.srt | 5.3 KB |
| 12. Image Classification API with TensorFlow Serving/7. Serving the TensorFlow 2.0 Model.mp4 | 27.9 MB |
| 12. Image Classification API with TensorFlow Serving/7. Serving the TensorFlow 2.0 Model.srt | 4.9 KB |
| 12. Image Classification API with TensorFlow Serving/8. Creating a JSON object.mp4 | 23.6 MB |
| 12. Image Classification API with TensorFlow Serving/8. Creating a JSON object.srt | 3.5 KB |
| 12. Image Classification API with TensorFlow Serving/9. Sending the first POST request to the model.mp4 | 27.3 MB |
| 12. Image Classification API with TensorFlow Serving/9. Sending the first POST request to the model.srt | 7.1 KB |
| 13. TensorFlow Lite Prepare a model for a mobile device/1. What is the TensorFlow Lite.mp4 | 14 MB |
| 13. TensorFlow Lite Prepare a model for a mobile device/1. What is the TensorFlow Lite.srt | 5.2 KB |
| 13. TensorFlow Lite Prepare a model for a mobile device/10. What's next.html | 2.2 KB |
| 13. TensorFlow Lite Prepare a model for a mobile device/2. Project setup.mp4 | 8.1 MB |
| 13. TensorFlow Lite Prepare a model for a mobile device/2. Project setup.srt | 2.6 KB |
| 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 | 28.8 MB |
| 13. TensorFlow Lite Prepare a model for a mobile device/3. Dataset preprocessing.srt | 4.2 KB |
| 13. TensorFlow Lite Prepare a model for a mobile device/4. Building a model.mp4 | 14.8 MB |
| 13. TensorFlow Lite Prepare a model for a mobile device/4. Building a model.srt | 3.2 KB |
| 13. TensorFlow Lite Prepare a model for a mobile device/5. Training, evaluating the model.mp4 | 15.2 MB |
| 13. TensorFlow Lite Prepare a model for a mobile device/5. Training, evaluating the model.srt | 2.5 KB |
| 13. TensorFlow Lite Prepare a model for a mobile device/6. Saving the model.mp4 | 9.4 MB |
| 13. TensorFlow Lite Prepare a model for a mobile device/6. Saving the model.srt | 2.1 KB |
| 13. TensorFlow Lite Prepare a model for a mobile device/7. TensorFlow Lite Converter.mp4 | 6.3 MB |
| 13. TensorFlow Lite Prepare a model for a mobile device/7. TensorFlow Lite Converter.srt | 1.8 KB |
| 13. TensorFlow Lite Prepare a model for a mobile device/8. Converting the model to a TensorFlow Lite model.mp4 | 4.9 MB |
| 13. TensorFlow Lite Prepare a model for a mobile device/8. Converting the model to a TensorFlow Lite model.srt | 1.4 KB |
| 13. TensorFlow Lite Prepare a model for a mobile device/9. Saving the converted model.mp4 | 8.7 MB |
| 13. TensorFlow Lite Prepare a model for a mobile device/9. Saving the converted model.srt | 1.9 KB |
| 14. Distributed Training with TensorFlow 2.0/1. What is the Distributed Training.mp4 | 11.1 MB |
| 14. Distributed Training with TensorFlow 2.0/1. What is the Distributed Training.srt | 4.3 KB |
| 14. Distributed Training with TensorFlow 2.0/2. Project Setup.mp4 | 9.1 MB |
| 14. Distributed Training with TensorFlow 2.0/2. Project Setup.srt | 2 KB |
| 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 | 25.6 MB |
| 14. Distributed Training with TensorFlow 2.0/3. Dataset preprocessing.srt | 5.5 KB |
| 14. Distributed Training with TensorFlow 2.0/4. Defining a non-distributed model (normal CNN model).mp4 | 14 MB |
| 14. Distributed Training with TensorFlow 2.0/4. Defining a non-distributed model (normal CNN model).srt | 3.7 KB |
| 14. Distributed Training with TensorFlow 2.0/5. Setting up a distributed strategy.mp4 | 7.4 MB |
| 14. Distributed Training with TensorFlow 2.0/5. Setting up a distributed strategy.srt | 2.3 KB |
| 14. Distributed Training with TensorFlow 2.0/6. Defining a distributed model.mp4 | 12.5 MB |
| 14. Distributed Training with TensorFlow 2.0/6. Defining a distributed model.srt | 2.4 KB |
| 14. Distributed Training with TensorFlow 2.0/7. Final evaluation - Speed test normal model vs distributed model.mp4 | 28.4 MB |
| 14. Distributed Training with TensorFlow 2.0/7. Final evaluation - Speed test normal model vs distributed model.srt | 4.4 KB |
| 15. Annex 1 - Artificial Neural Networks Theory/1. Plan of Attack.mp4 | 11.8 MB |
| 15. Annex 1 - Artificial Neural Networks Theory/1. Plan of Attack.srt | 4 KB |
| 15. Annex 1 - Artificial Neural Networks Theory/2. The Neuron.mp4 | 98.7 MB |
| 15. Annex 1 - Artificial Neural Networks Theory/2. The Neuron.srt | 25 KB |