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Category:
Language:
English
Total Size:
2.6 GB
Info Hash:
FF42F600AFC0CBA3CEA28C810AFC533AD13F049F
Added By:
Added:
Oct. 24, 2023, 9:58 a.m.
Stats:
|
(Last updated: May 15, 2025, 11:33 p.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 182 bytes |
| 001 Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit.mp4 | 146.3 MB |
| 001 Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit_en.vtt | 24.2 KB |
| 002 Course Curriculum & Colab Toolkit.html | 464 bytes |
| 003 BONUS 10 advantages of TensorFlow.html | 613 bytes |
| 004 BONUS Learning Path.html | 1.4 KB |
| 001 From TensorFlow 1.x to TensorFlow 2.0.mp4 | 114.8 MB |
| 001 From TensorFlow 1.x to TensorFlow 2.0_en.vtt | 15.5 KB |
| 002 Constants, Variables, Tensors.mp4 | 23.1 MB |
| 002 Constants, Variables, Tensors_en.vtt | 12.0 KB |
| 003 Operations with Tensors.mp4 | 19.5 MB |
| 003 Operations with Tensors_en.vtt | 8.3 KB |
| 004 Strings.mp4 | 14.8 MB |
| 004 Strings_en.vtt | 8.1 KB |
| external-assets-links.txt | 124 bytes |
| 001 Project Setup.mp4 | 22.3 MB |
| 001 Project Setup_en.vtt | 8.0 KB |
| 002 Data Preprocessing.mp4 | 21.1 MB |
| 002 Data Preprocessing_en.vtt | 9.3 KB |
| 003 Building the Artificial Neural Network.mp4 | 22.9 MB |
| 003 Building the Artificial Neural Network_en.vtt | 13.5 KB |
| 004 Training the Artificial Neural Network.mp4 | 17.3 MB |
| 004 Training the Artificial Neural Network_en.vtt | 9.6 KB |
| 005 Evaluating the Artificial Neural Network.mp4 | 11.2 MB |
| 005 Evaluating the Artificial Neural Network_en.vtt | 6.1 KB |
| 006 HOMEWORK Artificial Neural Networks.html | 493 bytes |
| 007 HOMEWORK SOLUTION Artificial Neural Networks.html | 421 bytes |
| external-assets-links.txt | 95 bytes |
| 001 Project Setup & Data Preprocessing.mp4 | 17.2 MB |
| 001 Project Setup & Data Preprocessing_en.vtt | 10.0 KB |
| 002 Building the Convolutional Neural Network.mp4 | 56.6 MB |
| 002 Building the Convolutional Neural Network_en.vtt | 18.3 KB |
| 003 Training and Evaluating the Convolutional Neural Network.mp4 | 19.8 MB |
| 003 Training and Evaluating the Convolutional Neural Network_en.vtt | 10.0 KB |
| 004 HOMEWORK Convolutional Neural Networks.html | 500 bytes |
| 005 HOMEWORK SOLUTION Convolutional Neural Networks.html | 573 bytes |
| external-assets-links.txt | 95 bytes |
| 001 Project Setup & Data Preprocessing.mp4 | 28.9 MB |
| 001 Project Setup & Data Preprocessing_en.vtt | 9.2 KB |
| 002 Building the Recurrent Neural Network.mp4 | 15.0 MB |
| 002 Building the Recurrent Neural Network_en.vtt | 8.4 KB |
| 003 Training and Evaluating the Recurrent Neural Network.mp4 | 17.3 MB |
| 003 Training and Evaluating the Recurrent Neural Network_en.vtt | 9.6 KB |
| external-assets-links.txt | 95 bytes |
| 001 What is Transfer Learning.mp4 | 46.5 MB |
| 001 What is Transfer Learning_en.vtt | 5.5 KB |
| 002 Project Setup.mp4 | 44.5 MB |
| 002 Project Setup_en.vtt | 3.9 KB |
| 003 Dataset preprocessing.mp4 | 14.8 MB |
| 003 Dataset preprocessing_en.vtt | 5.7 KB |
| 004 Loading the MobileNet V2 model.mp4 | 14.8 MB |
| 004 Loading the MobileNet V2 model_en.vtt | 3.3 KB |
| 005 Freezing the pre-trained model.mp4 | 2.6 MB |
| 005 Freezing the pre-trained model_en.vtt | 1.6 KB |
| 006 Adding a custom head to the pre-trained model.mp4 | 8.9 MB |
| 006 Adding a custom head to the pre-trained model_en.vtt | 3.7 KB |
| 007 Defining the transfer learning model.mp4 | 10.0 MB |
| 007 Defining the transfer learning model_en.vtt | 2.1 KB |
| 008 Compiling the Transfer Learning model.mp4 | 4.9 MB |
| 008 Compiling the Transfer Learning model_en.vtt | 3.1 KB |
| 009 Image Data Generators.mp4 | 15.4 MB |
| 009 Image Data Generators_en.vtt | 5.6 KB |
| 010 Transfer Learning.mp4 | 7.6 MB |
| 010 Transfer Learning_en.vtt | 2.8 KB |
| 011 Evaluating Transfer Learning results.mp4 | 3.6 MB |
| 011 Evaluating Transfer Learning results_en.vtt | 1.6 KB |
| 012 Fine Tuning model definition.mp4 | 9.4 MB |
| 012 Fine Tuning model definition_en.vtt | 4.1 KB |
| 013 Compiling the Fine Tuning model.mp4 | 2.5 MB |
| 013 Compiling the Fine Tuning model_en.vtt | 1.3 KB |
| 014 Fine Tuning.mp4 | 4.3 MB |
| 014 Fine Tuning_en.vtt | 2.3 KB |
| 015 Evaluating Fine Tuning results.mp4 | 3.6 MB |
| 015 Evaluating Fine Tuning results_en.vtt | 1.8 KB |
| external-assets-links.txt | 125 bytes |
| 001 What is Reinforcement Learning.mp4 | 24.9 MB |
| 001 What is Reinforcement Learning_en.vtt | 16.9 KB |
| 002 The Bellman Equation.mp4 | 48.2 MB |
| 002 The Bellman Equation_en.vtt | 28.2 KB |
| 003 Markov Decision Process (MDP).mp4 | 42.4 MB |
| 003 Markov Decision Process (MDP)_en.vtt | 24.5 KB |
| 004 Q-Learning Intuition.mp4 | 29.3 MB |
| 004 Q-Learning Intuition_en.vtt | 20.3 KB |
| 005 Temporal Difference.mp4 | 36.6 MB |
| 005 Temporal Difference_en.vtt | 26.1 KB |
| 006 Deep Q-Learning Intuition - Step 1.mp4 | 34.5 MB |
| 006 Deep Q-Learning Intuition - Step 1_en.vtt | 20.5 KB |
| 007 Deep Q-Learning Intuition - Step 2.mp4 | 14.6 MB |
| 007 Deep Q-Learning Intuition - Step 2_en.vtt | 9.0 KB |
| 008 Experience Replay.mp4 | 38.2 MB |
| 008 Experience Replay_en.vtt | 21.9 KB |
| 009 Action Selection Policies.mp4 | 54.4 MB |
| 009 Action Selection Policies_en.vtt | 22.8 KB |
| 001 Project Setup.mp4 | 9.0 MB |
| 001 Project Setup_en.vtt | 2.6 KB |
| 002 AI Trader - Step 1.mp4 | 11.5 MB |
| 002 AI Trader - Step 1_en.vtt | 6.9 KB |
| 003 AI Trader - Step 2.mp4 | 5.0 MB |
| 003 AI Trader - Step 2_en.vtt | 2.4 KB |
| 004 AI Trader - Step 3.mp4 | 6.2 MB |
| 004 AI Trader - Step 3_en.vtt | 2.6 KB |
| 005 AI Trader - Step 4.mp4 | 6.8 MB |
| 005 AI Trader - Step 4_en.vtt | 3.2 KB |
| 006 AI Trader - Step 5.mp4 | 23.3 MB |
| 006 AI Trader - Step 5_en.vtt | 5.8 KB |
| 007 Dataset Loader function.mp4 | 26.5 MB |
| 007 Dataset Loader function_en.vtt | 7.3 KB |
| 008 State creator function.mp4 | 14.2 MB |
| 008 State creator function_en.vtt | 8.7 KB |
| 009 Loading the dataset.mp4 | 3.3 MB |
| 009 Loading the dataset_en.vtt | 1.8 KB |
| 010 Defining the model.mp4 | 5.6 MB |
| 010 Defining the model_en.vtt | 2.9 KB |
| 011 Training loop - Step 1.mp4 | 11.7 MB |
| 011 Training loop - Step 1_en.vtt | 6.3 KB |
| 012 Training loop - Step 2.mp4 | 36.1 MB |
| 012 Training loop - Step 2_en.vtt | 8.5 KB |
| external-assets-links.txt | 200 bytes |
| 001 Project Setup.mp4 | 9.1 MB |
| 001 Project Setup_en.vtt | 4.1 KB |
| 002 Loading the pollution dataset.mp4 | 11.6 MB |
| 002 Loading the pollution dataset_en.vtt | 4.7 KB |
| 003 Creating dataset Schema.mp4 | 9.6 MB |
| 003 Creating dataset Schema_en.vtt | 6.0 KB |
| 004 Computing test set statistics.mp4 | 1.1 MB |
| 004 Computing test set statistics_en.vtt | 739 bytes |
| 005 Anomaly detection with TensorFlow Data Validation.mp4 | 9.0 MB |
| 005 Anomaly detection with TensorFlow Data Validation_en.vtt | 4.8 KB |
| 006 Preparing Schema for production.mp4 | 8.5 MB |
| 006 Preparing Schema for production_en.vtt | 4.0 KB |
| 007 Saving the Schema.mp4 | 3.8 MB |
| 007 Saving the Schema_en.vtt | 1.6 KB |
| 008 What's next.html | 2.0 KB |
| 18573084-pollution-small.csv | 72.7 KB |
| external-assets-links.txt | 96 bytes |
| 001 Project Setup.mp4 | 8.2 MB |
| 001 Project Setup_en.vtt | 2.5 KB |
| 002 Initial dataset preprocessing.mp4 | 16.4 MB |
| 002 Initial dataset preprocessing_en.vtt | 7.3 KB |
| 003 Dataset metadata.mp4 | 9.9 MB |
| 003 Dataset metadata_en.vtt | 4.3 KB |
| 004 Preprocessing function.mp4 | 8.9 MB |
| 004 Preprocessing function_en.vtt | 5.3 KB |
| 005 Dataset preprocessing pipeline.mp4 | 59.8 MB |
| 005 Dataset preprocessing pipeline_en.vtt | 9.4 KB |
| 006 What's next.html | 2.1 KB |
| 18573088-pollution-small.csv | 72.7 KB |
| external-assets-links.txt | 95 bytes |
| 001 Project Setup.mp4 | 15.5 MB |
| 001 Project Setup_en.vtt | 6.9 KB |
| 002 Importing project dependencies.mp4 | 4.8 MB |
| 002 Importing project dependencies_en.vtt | 2.2 KB |
| 003 Loading a pre-trained model.mp4 | 8.4 MB |
| 003 Loading a pre-trained model_en.vtt | 3.5 KB |
| 004 Defining the Flask application.mp4 | 4.4 MB |
| 004 Defining the Flask application_en.vtt | 1.6 KB |
| 005 Creating classify function.mp4 | 16.0 MB |
| 005 Creating classify function_en.vtt | 5.1 KB |
| 006 Starting the Flask application.mp4 | 7.5 MB |
| 006 Starting the Flask application_en.vtt | 2.4 KB |
| 007 Sending API requests over internet to the model.mp4 | 11.6 MB |
| 007 Sending API requests over internet to the model_en.vtt | 4.0 KB |
| app.py | 1.3 KB |
| fashion_model_flask.h5 | 411.0 KB |
| fashion_model_flask.json | 1.1 KB |
| 001 What is the TensorFlow Serving.mp4 | 10.1 MB |
| 001 What is the TensorFlow Serving_en.vtt | 7.1 KB |
| 002 TensorFlow Serving architecture.mp4 | 7.7 MB |
| 002 TensorFlow Serving architecture_en.vtt | 4.3 KB |
| 003 Project setup.mp4 | 19.9 MB |
| 003 Project setup_en.vtt | 4.1 KB |
| 004 Dataset preprocessing.mp4 | 11.5 MB |
| 004 Dataset preprocessing_en.vtt | 4.6 KB |
| 005 Defining, training and evaluating a model.mp4 | 16.3 MB |
| 005 Defining, training and evaluating a model_en.vtt | 3.3 KB |
| 006 Saving the model for production.mp4 | 10.3 MB |
| 006 Saving the model for production_en.vtt | 5.0 KB |
| 007 Serving the TensorFlow 2.0 Model.mp4 | 19.6 MB |
| 007 Serving the TensorFlow 2.0 Model_en.vtt | 4.3 KB |
| 008 Creating a JSON object.mp4 | 9.8 MB |
| 008 Creating a JSON object_en.vtt | 3.1 KB |
| 009 Sending the first POST request to the model.mp4 | 11.2 MB |
| 009 Sending the first POST request to the model_en.vtt | 6.1 KB |
| 010 Sending the POST request to a specific model.mp4 | 4.0 MB |
| 010 Sending the POST request to a specific model_en.vtt | 2.3 KB |
| external-assets-links.txt | 110 bytes |
| 001 What is the TensorFlow Lite.mp4 | 5.9 MB |
| 001 What is the TensorFlow Lite_en.vtt | 4.5 KB |
| 002 Project setup.mp4 | 3.7 MB |
| 002 Project setup_en.vtt | 2.3 KB |
| 003 Dataset preprocessing.mp4 | 19.7 MB |
| 003 Dataset preprocessing_en.vtt | 4.0 KB |
| 004 Building a model.mp4 | 6.1 MB |
| 004 Building a model_en.vtt | 3.1 KB |
| 005 Training, evaluating the model.mp4 | 5.5 MB |
| 005 Training, evaluating the model_en.vtt | 2.2 KB |
| 006 Saving the model.mp4 | 3.8 MB |
| 006 Saving the model_en.vtt | 1.9 KB |
| 007 TensorFlow Lite Converter.mp4 | 2.7 MB |
| 007 TensorFlow Lite Converter_en.vtt | 1.7 KB |
| 008 Converting the model to a TensorFlow Lite model.mp4 | 2.1 MB |
| 008 Converting the model to a TensorFlow Lite model_en.vtt | 1.3 KB |
| 009 Saving the converted model.mp4 | 3.5 MB |
| 009 Saving the converted model_en.vtt | 1.8 KB |
| 010 What's next.html | 2.2 KB |
| external-assets-links.txt | 107 bytes |
| 001 What is the Distributed Training.mp4 | 5.3 MB |
| 001 What is the Distributed Training_en.vtt | 4.0 KB |
| 002 Project Setup.mp4 | 7.6 MB |
| 002 Project Setup_en.vtt | 1.7 KB |
| 003 Dataset preprocessing.mp4 | 10.0 MB |
| 003 Dataset preprocessing_en.vtt | 4.9 KB |
| 004 Defining a non-distributed model (normal CNN model).mp4 | 6.0 MB |
| 004 Defining a non-distributed model (normal CNN model)_en.vtt | 3.4 KB |
| 005 Setting up a distributed strategy.mp4 | 3.2 MB |
| 005 Setting up a distributed strategy_en.vtt | 1.9 KB |
| 006 Defining a distributed model.mp4 | 5.0 MB |
| 006 Defining a distributed model_en.vtt | 2.1 KB |
| 007 Final evaluation - Speed test normal model vs distributed model.mp4 | 19.1 MB |
| 007 Final evaluation - Speed test normal model vs distributed model_en.vtt | 4.0 KB |
| external-assets-links.txt | 112 bytes |
| 001 Plan of Attack.mp4 | 4.8 MB |
| 001 Plan of Attack_en.vtt | 3.6 KB |
| 002 The Neuron.mp4 | 43.7 MB |
| 002 The Neuron_en.vtt | 23.2 KB |
| 003 The Activation Function.mp4 | 17.3 MB |
| 003 The Activation Function_en.vtt | 11.0 KB |
| 004 How do Neural Networks Work.mp4 | 35.2 MB |
| 004 How do Neural Networks Work_en.vtt | 18.1 KB |
| 005 How do Neural Networks Learn.mp4 | 43.3 MB |
| 005 How do Neural Networks Learn_en.vtt | 17.3 KB |
| 006 Gradient Descent.mp4 | 25.7 MB |
| 006 Gradient Descent_en.vtt | 12.9 KB |
| 007 Stochastic Gradient Descent.mp4 | 31.4 MB |
| 007 Stochastic Gradient Descent_en.vtt | 11.3 KB |
| 008 Backpropagation.mp4 | 17.7 MB |
| 008 Backpropagation_en.vtt | 6.5 KB |
| 001 Plan of Attack.mp4 | 6.2 MB |
| 001 Plan of Attack_en.vtt | 4.9 KB |
| 002 What are Convolutional Neural Networks.mp4 | 71.1 MB |
| 002 What are Convolutional Neural Networks_en.vtt | 20.5 KB |
| 003 Step 1 - Convolution.mp4 | 65.6 MB |
| 003 Step 1 - Convolution_en.vtt | 21.8 KB |
| 004 Step 1 Bis - ReLU Layer.mp4 | 20.6 MB |
| 004 Step 1 Bis - ReLU Layer_en.vtt | 8.5 KB |
| 005 Step 2 - Max Pooling.mp4 | 87.5 MB |
| 005 Step 2 - Max Pooling_en.vtt | 19.9 KB |
| 006 Step 3 - Flattening.mp4 | 3.1 MB |
| 006 Step 3 - Flattening_en.vtt | 2.4 KB |
| 007 Step 4 - Full Connection.mp4 | 58.6 MB |
| 007 Step 4 - Full Connection_en.vtt | 26.6 KB |
| 008 Summary.mp4 | 10.8 MB |
| 008 Summary_en.vtt | 5.6 KB |
| 009 Softmax & Cross-Entropy.mp4 | 51.4 MB |
| 009 Softmax & Cross-Entropy_en.vtt | 23.2 KB |
| 001 Plan of Attack.mp4 | 4.2 MB |
| 001 Plan of Attack_en.vtt | 3.2 KB |
| 002 What are Recurrent Neural Networks.mp4 | 57.5 MB |
| 002 What are Recurrent Neural Networks_en.vtt | 22.0 KB |
| 003 Vanishing Gradient.mp4 | 86.2 MB |
| 003 Vanishing Gradient_en.vtt | 19.1 KB |
| 004 LSTMs.mp4 | 88.9 MB |
| 004 LSTMs_en.vtt | 25.9 KB |
| 005 LSTM Practical Intuition.mp4 | 107.5 MB |
| 005 LSTM Practical Intuition_en.vtt | 19.1 KB |
| 006 LSTM Variations.mp4 | 7.0 MB |
| 006 LSTM Variations_en.vtt | 4.5 KB |
| 001 SPECIAL COVID-19 BONUS.html | 722 bytes |
| 002 YOUR SPECIAL BONUS.html | 1.1 KB |
| 003 FREE LEARNING RESOURCES FOR YOU.html | 2.3 KB |
| Bonus Resources.txt | 386 bytes |
Name
DL
Uploader
Size
S/L
Added
-
713.3 MB
[0
/
3]
2025-02-21
| Uploaded by freecoursewb | Size 713.3 MB | Health [ 0 /3 ] | Added 2025-02-21 |
-
1.8 GB
[72
/
10]
2025-01-13
| Uploaded by FreeCourseWeb | Size 1.8 GB | Health [ 72 /10 ] | Added 2025-01-13 |
NOTE
SOURCE: Udemy A Complete Guide on TensorFlow 2 0 using Keras API
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