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[FreeCourseSite com] Udemy - A Complete Guide on TensorFlow 2.0 Using Keras API

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Title: Udemy - AGroup: NOGRPSource: Udemy
Info Hash
532C1F4FC793836AFC82941210830471F79B48CD
Source
Unverified
Total Size
5.26 GB
Total Files
100
Seeders
1
Leechers
0
Health
1.00
Score
2
Type
Bookware

File List

FileSize
0. Websites you may like/[CourseClub.ME].url122 B
0. Websites you may like/[FCS Forum].url133 B
0. Websites you may like/[FreeCourseSite.com].url127 B
1. Introduction/1. Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit..mp4146.28 MB
1. Introduction/1. Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit..srt26.42 KB
1. Introduction/2. Course Curriculum & Colab Toolkit.html464 B
1. Introduction/3. BONUS 10 advantages of TensorFlow.html613 B
1. Introduction/4. BONUS Learning Path.html1.37 KB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/1. Project Setup.mp410.06 MB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/1. Project Setup.srt2.75 KB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/1.1 Google Colab TFT.html134 B
10. Dataset Preprocessing with TensorFlow Transform (TFT)/1.2 pollution_small.csv72.71 KB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/2. Initial dataset preprocessing.mp434.98 MB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/2. Initial dataset preprocessing.srt8.35 KB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/3. Dataset metadata.mp420.93 MB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/3. Dataset metadata.srt4.79 KB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/4. Preprocessing function.mp421.12 MB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/4. Preprocessing function.srt6.04 KB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/5. Dataset preprocessing pipeline.mp473.97 MB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/5. Dataset preprocessing pipeline.srt10.65 KB
10. Dataset Preprocessing with TensorFlow Transform (TFT)/6. What's next.html2.08 KB
11. Fashion API with Flask and TensorFlow 2.0/1. Project Setup.mp436.74 MB
11. Fashion API with Flask and TensorFlow 2.0/1. Project Setup.srt7.67 KB
11. Fashion API with Flask and TensorFlow 2.0/1.1 Flask API.zip382.37 KB
11. Fashion API with Flask and TensorFlow 2.0/2. Importing project dependencies.mp411.9 MB
11. Fashion API with Flask and TensorFlow 2.0/2. Importing project dependencies.srt2.53 KB
11. Fashion API with Flask and TensorFlow 2.0/3. Loading a pre-trained model.mp420.48 MB
11. Fashion API with Flask and TensorFlow 2.0/3. Loading a pre-trained model.srt3.9 KB
11. Fashion API with Flask and TensorFlow 2.0/4. Defining the Flask application.mp412.37 MB
11. Fashion API with Flask and TensorFlow 2.0/4. Defining the Flask application.srt1.77 KB
11. Fashion API with Flask and TensorFlow 2.0/5. Creating classify function.mp453.14 MB
11. Fashion API with Flask and TensorFlow 2.0/5. Creating classify function.srt5.6 KB
11. Fashion API with Flask and TensorFlow 2.0/6. Starting the Flask application.mp427.63 MB
11. Fashion API with Flask and TensorFlow 2.0/6. Starting the Flask application.srt2.74 KB
11. Fashion API with Flask and TensorFlow 2.0/7. Sending API requests over internet to the model.mp435.02 MB
11. Fashion API with Flask and TensorFlow 2.0/7. Sending API requests over internet to the model.srt4.48 KB
12. Image Classification API with TensorFlow Serving/1. What is the TensorFlow Serving.mp424.47 MB
12. Image Classification API with TensorFlow Serving/1. What is the TensorFlow Serving.srt7.55 KB
12. Image Classification API with TensorFlow Serving/10. Sending the POST request to a specific model.mp49.65 MB
12. Image Classification API with TensorFlow Serving/10. Sending the POST request to a specific model.srt2.43 KB
12. Image Classification API with TensorFlow Serving/2. TensorFlow Serving architecture.mp419.51 MB
12. Image Classification API with TensorFlow Serving/2. TensorFlow Serving architecture.srt4.5 KB
12. Image Classification API with TensorFlow Serving/3. Project setup.mp425.52 MB
12. Image Classification API with TensorFlow Serving/3. Project setup.srt4.63 KB
12. Image Classification API with TensorFlow Serving/3.1 Google Colab TensorFlow Serving.html134 B
12. Image Classification API with TensorFlow Serving/4. Dataset preprocessing.mp423.71 MB
12. Image Classification API with TensorFlow Serving/4. Dataset preprocessing.srt5.08 KB
12. Image Classification API with TensorFlow Serving/5. Defining, training and evaluating a model.mp423.33 MB
12. Image Classification API with TensorFlow Serving/5. Defining, training and evaluating a model.srt3.4 KB
12. Image Classification API with TensorFlow Serving/6. Saving the model for production.mp425.44 MB
12. Image Classification API with TensorFlow Serving/6. Saving the model for production.srt5.28 KB
12. Image Classification API with TensorFlow Serving/7. Serving the TensorFlow 2.0 Model.mp427.9 MB
12. Image Classification API with TensorFlow Serving/7. Serving the TensorFlow 2.0 Model.srt4.9 KB
12. Image Classification API with TensorFlow Serving/8. Creating a JSON object.mp423.58 MB
12. Image Classification API with TensorFlow Serving/8. Creating a JSON object.srt3.49 KB
12. Image Classification API with TensorFlow Serving/9. Sending the first POST request to the model.mp427.32 MB
12. Image Classification API with TensorFlow Serving/9. Sending the first POST request to the model.srt7.09 KB
13. TensorFlow Lite Prepare a model for a mobile device/1. What is the TensorFlow Lite.mp413.96 MB
13. TensorFlow Lite Prepare a model for a mobile device/1. What is the TensorFlow Lite.srt5.19 KB
13. TensorFlow Lite Prepare a model for a mobile device/10. What's next.html2.16 KB
13. TensorFlow Lite Prepare a model for a mobile device/2. Project setup.mp48.05 MB
13. TensorFlow Lite Prepare a model for a mobile device/2. Project setup.srt2.56 KB
13. TensorFlow Lite Prepare a model for a mobile device/2.1 Google Colab TensorFlow Lite.html134 B
13. TensorFlow Lite Prepare a model for a mobile device/3. Dataset preprocessing.mp428.77 MB
13. TensorFlow Lite Prepare a model for a mobile device/3. Dataset preprocessing.srt4.21 KB
13. TensorFlow Lite Prepare a model for a mobile device/4. Building a model.mp414.85 MB
13. TensorFlow Lite Prepare a model for a mobile device/4. Building a model.srt3.24 KB
13. TensorFlow Lite Prepare a model for a mobile device/5. Training, evaluating the model.mp415.19 MB
13. TensorFlow Lite Prepare a model for a mobile device/5. Training, evaluating the model.srt2.47 KB
13. TensorFlow Lite Prepare a model for a mobile device/6. Saving the model.mp49.4 MB
13. TensorFlow Lite Prepare a model for a mobile device/6. Saving the model.srt2.12 KB
13. TensorFlow Lite Prepare a model for a mobile device/7. TensorFlow Lite Converter.mp46.28 MB
13. TensorFlow Lite Prepare a model for a mobile device/7. TensorFlow Lite Converter.srt1.79 KB
13. TensorFlow Lite Prepare a model for a mobile device/8. Converting the model to a TensorFlow Lite model.mp44.92 MB
13. TensorFlow Lite Prepare a model for a mobile device/8. Converting the model to a TensorFlow Lite model.srt1.42 KB
13. TensorFlow Lite Prepare a model for a mobile device/9. Saving the converted model.mp48.68 MB
13. TensorFlow Lite Prepare a model for a mobile device/9. Saving the converted model.srt1.93 KB
14. Distributed Training with TensorFlow 2.0/1. What is the Distributed Training.mp411.09 MB
14. Distributed Training with TensorFlow 2.0/1. What is the Distributed Training.srt4.33 KB
14. Distributed Training with TensorFlow 2.0/2. Project Setup.mp49.08 MB
14. Distributed Training with TensorFlow 2.0/2. Project Setup.srt2 KB
14. Distributed Training with TensorFlow 2.0/2.1 Google Colab Distributed Training.html134 B
14. Distributed Training with TensorFlow 2.0/3. Dataset preprocessing.mp425.58 MB
14. Distributed Training with TensorFlow 2.0/3. Dataset preprocessing.srt5.48 KB
14. Distributed Training with TensorFlow 2.0/4. Defining a non-distributed model (normal CNN model).mp414.04 MB
14. Distributed Training with TensorFlow 2.0/4. Defining a non-distributed model (normal CNN model).srt3.68 KB
14. Distributed Training with TensorFlow 2.0/5. Setting up a distributed strategy.mp47.39 MB
14. Distributed Training with TensorFlow 2.0/5. Setting up a distributed strategy.srt2.26 KB
14. Distributed Training with TensorFlow 2.0/6. Defining a distributed model.mp412.49 MB
14. Distributed Training with TensorFlow 2.0/6. Defining a distributed model.srt2.37 KB
14. Distributed Training with TensorFlow 2.0/7. Final evaluation - Speed test normal model vs distributed model.mp428.41 MB
14. Distributed Training with TensorFlow 2.0/7. Final evaluation - Speed test normal model vs distributed model.srt4.37 KB
15. Annex 1 - Artificial Neural Networks Theory/1. Plan of Attack.mp411.84 MB
15. Annex 1 - Artificial Neural Networks Theory/1. Plan of Attack.srt4.03 KB
15. Annex 1 - Artificial Neural Networks Theory/2. The Neuron.mp498.68 MB
15. Annex 1 - Artificial Neural Networks Theory/2. The Neuron.srt24.96 KB
15. Annex 1 - Artificial Neural Networks Theory/3. The Activation Function.mp445.34 MB
15. Annex 1 - Artificial Neural Networks Theory/3. The Activation Function.srt12.04 KB
15. Annex 1 - Artificial Neural Networks Theory/4. How do Neural Networks Work.mp481.81 MB
15. Annex 1 - Artificial Neural Networks Theory/4. How do Neural Networks Work.srt19.03 KB

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