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