Build, Train, and Deploy Your First Neural Network with TensorFlow (Jerry Kurata, 2020)

Creation Time	Sept. 6, 2023, 11:22 p.m.
Last Access Time	Sept. 22, 2024, 8:32 a.m.
File Size	345.7 MB
Keywords	and Network Deploy Neural Jerry Train 2020 Build Kurata TensorFlow with Your First
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Total Files	125
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05. Applying the Machine Learning Workflow with TensorFlow/6. Training the Model.mp4 15.5 MB
09. Deploying Your Neural Network/4. Using TensorFlow Model Serving.mp4 13.3 MB
05. Applying the Machine Learning Workflow with TensorFlow/4. Preparing the Data.mp4 13.0 MB
07. Building and Training Your First Neural Network/2. Getting and Preparing the Data.mp4 10.8 MB
08. Monitoring and Improving Neural Network Performance/2. TensorBoard Setup.mp4 10.5 MB
08. Monitoring and Improving Neural Network Performance/4. Reducing Training Data Overfitting.mp4 10.1 MB
05. Applying the Machine Learning Workflow with TensorFlow/1. Setting up the Example.mp4 10.0 MB
06. Understanding Neural Networks/4. Activation Functions.mp4 9.0 MB
08. Monitoring and Improving Neural Network Performance/3. Monitoring Your Trained Model’s Performance.mp4 8.9 MB
03. Setting up the TensorFlow Environment/5. Sequencing Code Execution.mp4 8.8 MB
07. Building and Training Your First Neural Network/4. Demo - Creating the Model.mp4 8.8 MB
05. Applying the Machine Learning Workflow with TensorFlow/5. Creating the Model.mp4 8.3 MB
08. Monitoring and Improving Neural Network Performance/6. Early Stopping.mp4 8.3 MB
05. Applying the Machine Learning Workflow with TensorFlow/2. Defining the Problem and Getting Data.mp4 8.2 MB
06. Understanding Neural Networks/6. Predicting with an Untrained Neural Network.mp4 7.9 MB
06. Understanding Neural Networks/7. Training a Neural Network.mp4 7.9 MB
05. Applying the Machine Learning Workflow with TensorFlow/7. Improving Performance.mp4 7.7 MB
07. Building and Training Your First Neural Network/1. Building a Neural Network in TensorFlow.mp4 7.5 MB
05. Applying the Machine Learning Workflow with TensorFlow/3. Exploring the Data.mp4 7.5 MB
07. Building and Training Your First Neural Network/3. Creating the Model.mp4 7.4 MB
03. Setting up the TensorFlow Environment/3. Getting Started with Colab.mp4 7.3 MB
exercise.7z 7.0 MB
06. Understanding Neural Networks/5. From Neurons to Neural Networks.mp4 6.5 MB
08. Monitoring and Improving Neural Network Performance/5. Randomly Dropping out Neuron Output.mp4 6.5 MB
04. AI and Machine Learning Concepts/5. Reducing Loss.mp4 6.0 MB
07. Building and Training Your First Neural Network/5. Compiling the Model.mp4 5.8 MB
09. Deploying Your Neural Network/2. Installing TensorFlow ModelServer.mp4 5.7 MB
07. Building and Training Your First Neural Network/6. Training and Evaluating the Model.mp4 5.7 MB
05. Applying the Machine Learning Workflow with TensorFlow/8. Evaluating Model Performance.mp4 5.2 MB
04. AI and Machine Learning Concepts/7. What Is a Tensor.mp4 5.1 MB
06. Understanding Neural Networks/2. How Neurons Work.mp4 4.8 MB
02. Why Learn TensorFlow/1. What Is TensorFlow.mp4 4.5 MB
04. AI and Machine Learning Concepts/3. Creating the Model.mp4 4.5 MB
03. Setting up the TensorFlow Environment/4. Importing TensorFlow.mp4 4.4 MB
10. Final Words/2. Training the Model.mp4 4.1 MB
10. Final Words/3. Monitoring, Improving, and Deploying the Model.mp4 4.0 MB
02. Why Learn TensorFlow/2. Why TensorFlow.mp4 4.0 MB
08. Monitoring and Improving Neural Network Performance/1. Understanding the Problem with Your Model.mp4 3.9 MB
04. AI and Machine Learning Concepts/1. The Relationship of AI to ML.mp4 3.7 MB
06. Understanding Neural Networks/3. Neuron Architecture.mp4 3.5 MB
01. Course Overview/1. Course Overview.mp4 3.4 MB
09. Deploying Your Neural Network/1. What Is Deploying a Neural Network.mp4 3.3 MB
07. Building and Training Your First Neural Network/7. Summary.mp4 3.3 MB
02. Why Learn TensorFlow/4. Required Skills.mp4 3.2 MB
06. Understanding Neural Networks/1. Machine Learning with Neural Networks.mp4 3.2 MB
04. AI and Machine Learning Concepts/4. Training the Model.mp4 3.1 MB
04. AI and Machine Learning Concepts/2. Implementing Machine Learning.mp4 3.1 MB
02. Why Learn TensorFlow/5. Course Structure.mp4 3.0 MB
03. Setting up the TensorFlow Environment/6. Checklist and Summary.mp4 2.8 MB
02. Why Learn TensorFlow/3. TensorFlow Tools and Languages.mp4 2.8 MB
08. Monitoring and Improving Neural Network Performance/7. Saving Your Trained Model.mp4 2.5 MB
03. Setting up the TensorFlow Environment/2. What Is Google Colaboratory (aka Colab).mp4 2.5 MB
03. Setting up the TensorFlow Environment/1. TensorFlow Development Environment.mp4 2.2 MB
10. Final Words/1. What Have You Seen.mp4 2.2 MB
06. Understanding Neural Networks/8. Summary.mp4 2.2 MB
09. Deploying Your Neural Network/3. Understanding TensorFlow Model Serving.mp4 1.9 MB
04. AI and Machine Learning Concepts/6. Evaluating the Trained Model.mp4 1.7 MB
08. Monitoring and Improving Neural Network Performance/8. Summary.mp4 1.7 MB
10. Final Words/4. Tips for Your Machine Learning Journey.mp4 1.6 MB
04. AI and Machine Learning Concepts/8. Checklist and Summary.mp4 1.5 MB
05. Applying the Machine Learning Workflow with TensorFlow/9. Summary.mp4 1.4 MB
09. Deploying Your Neural Network/5. Summary.mp4 1.1 MB
06. Understanding Neural Networks/4. Activation Functions.vtt 8.0 KB
05. Applying the Machine Learning Workflow with TensorFlow/6. Training the Model.vtt 8.0 KB
03. Setting up the TensorFlow Environment/5. Sequencing Code Execution.vtt 7.2 KB
05. Applying the Machine Learning Workflow with TensorFlow/4. Preparing the Data.vtt 6.9 KB
09. Deploying Your Neural Network/4. Using TensorFlow Model Serving.vtt 6.8 KB
05. Applying the Machine Learning Workflow with TensorFlow/1. Setting up the Example.vtt 6.7 KB
07. Building and Training Your First Neural Network/2. Getting and Preparing the Data.vtt 6.4 KB
03. Setting up the TensorFlow Environment/3. Getting Started with Colab.vtt 6.2 KB
08. Monitoring and Improving Neural Network Performance/2. TensorBoard Setup.vtt 6.1 KB
06. Understanding Neural Networks/7. Training a Neural Network.vtt 6.1 KB
04. AI and Machine Learning Concepts/5. Reducing Loss.vtt 5.5 KB
04. AI and Machine Learning Concepts/7. What Is a Tensor.vtt 5.5 KB
07. Building and Training Your First Neural Network/3. Creating the Model.vtt 5.4 KB
08. Monitoring and Improving Neural Network Performance/4. Reducing Training Data Overfitting.vtt 5.4 KB
07. Building and Training Your First Neural Network/1. Building a Neural Network in TensorFlow.vtt 5.2 KB
06. Understanding Neural Networks/6. Predicting with an Untrained Neural Network.vtt 4.9 KB
04. AI and Machine Learning Concepts/3. Creating the Model.vtt 4.7 KB
06. Understanding Neural Networks/5. From Neurons to Neural Networks.vtt 4.6 KB
08. Monitoring and Improving Neural Network Performance/3. Monitoring Your Trained Model’s Performance.vtt 4.6 KB
05. Applying the Machine Learning Workflow with TensorFlow/5. Creating the Model.vtt 4.5 KB
07. Building and Training Your First Neural Network/4. Demo - Creating the Model.vtt 4.5 KB
playlist.m3u 4.4 KB
05. Applying the Machine Learning Workflow with TensorFlow/7. Improving Performance.vtt 4.3 KB
02. Why Learn TensorFlow/1. What Is TensorFlow.vtt 4.2 KB
05. Applying the Machine Learning Workflow with TensorFlow/2. Defining the Problem and Getting Data.vtt 3.9 KB
07. Building and Training Your First Neural Network/6. Training and Evaluating the Model.vtt 3.9 KB
10. Final Words/3. Monitoring, Improving, and Deploying the Model.vtt 3.8 KB
08. Monitoring and Improving Neural Network Performance/1. Understanding the Problem with Your Model.vtt 3.7 KB
04. AI and Machine Learning Concepts/1. The Relationship of AI to ML.vtt 3.7 KB
02. Why Learn TensorFlow/4. Required Skills.vtt 3.7 KB
08. Monitoring and Improving Neural Network Performance/6. Early Stopping.vtt 3.6 KB
03. Setting up the TensorFlow Environment/4. Importing TensorFlow.vtt 3.6 KB
02. Why Learn TensorFlow/2. Why TensorFlow.vtt 3.6 KB
09. Deploying Your Neural Network/1. What Is Deploying a Neural Network.vtt 3.6 KB
02. Why Learn TensorFlow/3. TensorFlow Tools and Languages.vtt 3.6 KB
04. AI and Machine Learning Concepts/4. Training the Model.vtt 3.5 KB
05. Applying the Machine Learning Workflow with TensorFlow/3. Exploring the Data.vtt 3.5 KB
06. Understanding Neural Networks/3. Neuron Architecture.vtt 3.5 KB
10. Final Words/2. Training the Model.vtt 3.5 KB
06. Understanding Neural Networks/2. How Neurons Work.vtt 3.3 KB
04. AI and Machine Learning Concepts/2. Implementing Machine Learning.vtt 3.3 KB
06. Understanding Neural Networks/1. Machine Learning with Neural Networks.vtt 3.2 KB
07. Building and Training Your First Neural Network/5. Compiling the Model.vtt 3.2 KB
05. Applying the Machine Learning Workflow with TensorFlow/8. Evaluating Model Performance.vtt 3.0 KB
02. Why Learn TensorFlow/5. Course Structure.vtt 2.9 KB
03. Setting up the TensorFlow Environment/6. Checklist and Summary.vtt 2.9 KB
08. Monitoring and Improving Neural Network Performance/5. Randomly Dropping out Neuron Output.vtt 2.8 KB
07. Building and Training Your First Neural Network/7. Summary.vtt 2.8 KB
03. Setting up the TensorFlow Environment/2. What Is Google Colaboratory (aka Colab).vtt 2.7 KB
01. Course Overview/1. Course Overview.vtt 2.5 KB
10. Final Words/1. What Have You Seen.vtt 2.4 KB
09. Deploying Your Neural Network/2. Installing TensorFlow ModelServer.vtt 2.3 KB
03. Setting up the TensorFlow Environment/1. TensorFlow Development Environment.vtt 2.2 KB
10. Final Words/4. Tips for Your Machine Learning Journey.vtt 1.8 KB
06. Understanding Neural Networks/8. Summary.vtt 1.8 KB
08. Monitoring and Improving Neural Network Performance/8. Summary.vtt 1.7 KB
04. AI and Machine Learning Concepts/6. Evaluating the Trained Model.vtt 1.6 KB
08. Monitoring and Improving Neural Network Performance/7. Saving Your Trained Model.vtt 1.6 KB
09. Deploying Your Neural Network/3. Understanding TensorFlow Model Serving.vtt 1.6 KB
~i.txt 1.6 KB
04. AI and Machine Learning Concepts/8. Checklist and Summary.vtt 1.5 KB
05. Applying the Machine Learning Workflow with TensorFlow/9. Summary.vtt 1.3 KB
09. Deploying Your Neural Network/5. Summary.vtt 1.1 KB

Build, Train, and Deploy Your First Neural Network with TensorFlow (Jerry Kurata, 2020)

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