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01. Course Overview/1. Course Overview.mp4
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01. Course Overview/1. Course Overview.vtt
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02. Why Learn TensorFlow/1. What Is TensorFlow.mp4
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02. Why Learn TensorFlow/1. What Is TensorFlow.vtt
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02. Why Learn TensorFlow/2. Why TensorFlow.mp4
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02. Why Learn TensorFlow/2. Why TensorFlow.vtt
3.61KB
02. Why Learn TensorFlow/3. TensorFlow Tools and Languages.mp4
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02. Why Learn TensorFlow/3. TensorFlow Tools and Languages.vtt
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02. Why Learn TensorFlow/4. Required Skills.mp4
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02. Why Learn TensorFlow/4. Required Skills.vtt
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02. Why Learn TensorFlow/5. Course Structure.mp4
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02. Why Learn TensorFlow/5. Course Structure.vtt
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03. Setting up the TensorFlow Environment/1. TensorFlow Development Environment.mp4
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03. Setting up the TensorFlow Environment/1. TensorFlow Development Environment.vtt
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03. Setting up the TensorFlow Environment/2. What Is Google Colaboratory (aka Colab).mp4
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03. Setting up the TensorFlow Environment/2. What Is Google Colaboratory (aka Colab).vtt
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03. Setting up the TensorFlow Environment/3. Getting Started with Colab.mp4
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03. Setting up the TensorFlow Environment/3. Getting Started with Colab.vtt
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03. Setting up the TensorFlow Environment/4. Importing TensorFlow.mp4
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03. Setting up the TensorFlow Environment/4. Importing TensorFlow.vtt
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03. Setting up the TensorFlow Environment/5. Sequencing Code Execution.mp4
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03. Setting up the TensorFlow Environment/6. Checklist and Summary.mp4
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03. Setting up the TensorFlow Environment/6. Checklist and Summary.vtt
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04. AI and Machine Learning Concepts/1. The Relationship of AI to ML.mp4
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04. AI and Machine Learning Concepts/1. The Relationship of AI to ML.vtt
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04. AI and Machine Learning Concepts/2. Implementing Machine Learning.mp4
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04. AI and Machine Learning Concepts/2. Implementing Machine Learning.vtt
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04. AI and Machine Learning Concepts/3. Creating the Model.mp4
4.48MB
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04. AI and Machine Learning Concepts/3. Creating the Model.vtt
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04. AI and Machine Learning Concepts/4. Training the Model.mp4
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04. AI and Machine Learning Concepts/5. Reducing Loss.mp4
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04. AI and Machine Learning Concepts/6. Evaluating the Trained Model.mp4
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04. AI and Machine Learning Concepts/7. What Is a Tensor.mp4
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05. Applying the Machine Learning Workflow with TensorFlow/1. Setting up the Example.mp4
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05. Applying the Machine Learning Workflow with TensorFlow/3. Exploring the Data.mp4
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05. Applying the Machine Learning Workflow with TensorFlow/4. Preparing the Data.mp4
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05. Applying the Machine Learning Workflow with TensorFlow/9. Summary.mp4
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06. Understanding Neural Networks/1. Machine Learning with Neural Networks.mp4
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06. Understanding Neural Networks/2. How Neurons Work.mp4
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06. Understanding Neural Networks/3. Neuron Architecture.mp4
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06. Understanding Neural Networks/3. Neuron Architecture.vtt
3.49KB
06. Understanding Neural Networks/4. Activation Functions.mp4
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06. Understanding Neural Networks/5. From Neurons to Neural Networks.mp4
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4.62KB
06. Understanding Neural Networks/6. Predicting with an Untrained Neural Network.mp4
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06. Understanding Neural Networks/6. Predicting with an Untrained Neural Network.vtt
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06. Understanding Neural Networks/7. Training a Neural Network.mp4
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06. Understanding Neural Networks/8. Summary.mp4
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06. Understanding Neural Networks/8. Summary.vtt
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07. Building and Training Your First Neural Network/1. Building a Neural Network in TensorFlow.mp4
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07. Building and Training Your First Neural Network/2. Getting and Preparing the Data.mp4
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07. Building and Training Your First Neural Network/2. Getting and Preparing the Data.vtt
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07. Building and Training Your First Neural Network/3. Creating the Model.mp4
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07. Building and Training Your First Neural Network/3. Creating the Model.vtt
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07. Building and Training Your First Neural Network/4. Demo - Creating the Model.mp4
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07. Building and Training Your First Neural Network/4. Demo - Creating the Model.vtt
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07. Building and Training Your First Neural Network/5. Compiling the Model.mp4
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07. Building and Training Your First Neural Network/5. Compiling the Model.vtt
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07. Building and Training Your First Neural Network/6. Training and Evaluating the Model.mp4
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07. Building and Training Your First Neural Network/6. Training and Evaluating the Model.vtt
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07. Building and Training Your First Neural Network/7. Summary.mp4
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07. Building and Training Your First Neural Network/7. Summary.vtt
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08. Monitoring and Improving Neural Network Performance/1. Understanding the Problem with Your Model.mp4
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08. Monitoring and Improving Neural Network Performance/2. TensorBoard Setup.mp4
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08. Monitoring and Improving Neural Network Performance/3. Monitoring Your Trained Model’s Performance.mp4
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08. Monitoring and Improving Neural Network Performance/4. Reducing Training Data Overfitting.mp4
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08. Monitoring and Improving Neural Network Performance/5. Randomly Dropping out Neuron Output.mp4
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08. Monitoring and Improving Neural Network Performance/5. Randomly Dropping out Neuron Output.vtt
2.82KB
08. Monitoring and Improving Neural Network Performance/6. Early Stopping.mp4
8.28MB
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3.63KB
08. Monitoring and Improving Neural Network Performance/7. Saving Your Trained Model.mp4
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08. Monitoring and Improving Neural Network Performance/7. Saving Your Trained Model.vtt
1.63KB
08. Monitoring and Improving Neural Network Performance/8. Summary.mp4
1.66MB
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08. Monitoring and Improving Neural Network Performance/8. Summary.vtt
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09. Deploying Your Neural Network/1. What Is Deploying a Neural Network.mp4
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09. Deploying Your Neural Network/1. What Is Deploying a Neural Network.vtt
3.59KB
09. Deploying Your Neural Network/2. Installing TensorFlow ModelServer.mp4
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09. Deploying Your Neural Network/2. Installing TensorFlow ModelServer.vtt
2.27KB
09. Deploying Your Neural Network/3. Understanding TensorFlow Model Serving.mp4
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09. Deploying Your Neural Network/3. Understanding TensorFlow Model Serving.vtt
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09. Deploying Your Neural Network/4. Using TensorFlow Model Serving.mp4
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09. Deploying Your Neural Network/5. Summary.mp4
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09. Deploying Your Neural Network/5. Summary.vtt
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10. Final Words/1. What Have You Seen.mp4
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10. Final Words/1. What Have You Seen.vtt
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10. Final Words/2. Training the Model.mp4
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10. Final Words/3. Monitoring, Improving, and Deploying the Model.mp4
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10. Final Words/3. Monitoring, Improving, and Deploying the Model.vtt
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10. Final Words/4. Tips for Your Machine Learning Journey.mp4
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10. Final Words/4. Tips for Your Machine Learning Journey.vtt
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