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种子名称： Build, Train, and Deploy Your First Neural Network with TensorFlow (Jerry Kurata, 2020)
文件类型： 视频
文件数目： 61个文件
文件大小： 338.44 MB
收录时间： 2022-5-14 01:33
已经下载： 3次
资源热度： 229
最近下载： 2024-5-29 18:26

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

01. Course Overview/1. Course Overview.mp43.39MB

02. Why Learn TensorFlow/1. What Is TensorFlow.mp44.55MB

02. Why Learn TensorFlow/2. Why TensorFlow.mp43.97MB

02. Why Learn TensorFlow/3. TensorFlow Tools and Languages.mp42.75MB

02. Why Learn TensorFlow/4. Required Skills.mp43.23MB

02. Why Learn TensorFlow/5. Course Structure.mp43.04MB

03. Setting up the TensorFlow Environment/1. TensorFlow Development Environment.mp42.21MB

03. Setting up the TensorFlow Environment/2. What Is Google Colaboratory (aka Colab).mp42.46MB

03. Setting up the TensorFlow Environment/3. Getting Started with Colab.mp47.28MB

03. Setting up the TensorFlow Environment/4. Importing TensorFlow.mp44.39MB

03. Setting up the TensorFlow Environment/5. Sequencing Code Execution.mp48.84MB

03. Setting up the TensorFlow Environment/6. Checklist and Summary.mp42.85MB

04. AI and Machine Learning Concepts/1. The Relationship of AI to ML.mp43.68MB

04. AI and Machine Learning Concepts/2. Implementing Machine Learning.mp43.07MB

04. AI and Machine Learning Concepts/3. Creating the Model.mp44.48MB

04. AI and Machine Learning Concepts/4. Training the Model.mp43.12MB

04. AI and Machine Learning Concepts/5. Reducing Loss.mp46.03MB

04. AI and Machine Learning Concepts/6. Evaluating the Trained Model.mp41.7MB

04. AI and Machine Learning Concepts/7. What Is a Tensor.mp45.1MB

04. AI and Machine Learning Concepts/8. Checklist and Summary.mp41.52MB

05. Applying the Machine Learning Workflow with TensorFlow/1. Setting up the Example.mp410.03MB

05. Applying the Machine Learning Workflow with TensorFlow/2. Defining the Problem and Getting Data.mp48.17MB

05. Applying the Machine Learning Workflow with TensorFlow/3. Exploring the Data.mp47.51MB

05. Applying the Machine Learning Workflow with TensorFlow/4. Preparing the Data.mp413.04MB

05. Applying the Machine Learning Workflow with TensorFlow/5. Creating the Model.mp48.35MB

05. Applying the Machine Learning Workflow with TensorFlow/6. Training the Model.mp415.45MB

05. Applying the Machine Learning Workflow with TensorFlow/7. Improving Performance.mp47.67MB

05. Applying the Machine Learning Workflow with TensorFlow/8. Evaluating Model Performance.mp45.21MB

05. Applying the Machine Learning Workflow with TensorFlow/9. Summary.mp41.36MB

06. Understanding Neural Networks/1. Machine Learning with Neural Networks.mp43.17MB

06. Understanding Neural Networks/2. How Neurons Work.mp44.81MB

06. Understanding Neural Networks/3. Neuron Architecture.mp43.51MB

06. Understanding Neural Networks/4. Activation Functions.mp48.99MB

06. Understanding Neural Networks/5. From Neurons to Neural Networks.mp46.54MB

06. Understanding Neural Networks/6. Predicting with an Untrained Neural Network.mp47.92MB

06. Understanding Neural Networks/7. Training a Neural Network.mp47.89MB

06. Understanding Neural Networks/8. Summary.mp42.16MB

07. Building and Training Your First Neural Network/1. Building a Neural Network in TensorFlow.mp47.55MB

07. Building and Training Your First Neural Network/2. Getting and Preparing the Data.mp410.8MB

07. Building and Training Your First Neural Network/3. Creating the Model.mp47.44MB

07. Building and Training Your First Neural Network/4. Demo - Creating the Model.mp48.76MB

07. Building and Training Your First Neural Network/5. Compiling the Model.mp45.8MB

07. Building and Training Your First Neural Network/6. Training and Evaluating the Model.mp45.73MB

07. Building and Training Your First Neural Network/7. Summary.mp43.28MB

08. Monitoring and Improving Neural Network Performance/1. Understanding the Problem with Your Model.mp43.94MB

08. Monitoring and Improving Neural Network Performance/2. TensorBoard Setup.mp410.46MB

08. Monitoring and Improving Neural Network Performance/3. Monitoring Your Trained Model’s Performance.mp48.94MB

08. Monitoring and Improving Neural Network Performance/4. Reducing Training Data Overfitting.mp410.12MB

08. Monitoring and Improving Neural Network Performance/5. Randomly Dropping out Neuron Output.mp46.54MB

08. Monitoring and Improving Neural Network Performance/6. Early Stopping.mp48.28MB

08. Monitoring and Improving Neural Network Performance/7. Saving Your Trained Model.mp42.48MB

08. Monitoring and Improving Neural Network Performance/8. Summary.mp41.66MB

09. Deploying Your Neural Network/1. What Is Deploying a Neural Network.mp43.34MB

09. Deploying Your Neural Network/2. Installing TensorFlow ModelServer.mp45.75MB

09. Deploying Your Neural Network/3. Understanding TensorFlow Model Serving.mp41.85MB

09. Deploying Your Neural Network/4. Using TensorFlow Model Serving.mp413.31MB

09. Deploying Your Neural Network/5. Summary.mp41.12MB

10. Final Words/1. What Have You Seen.mp42.2MB

10. Final Words/2. Training the Model.mp44.09MB

10. Final Words/3. Monitoring, Improving, and Deploying the Model.mp44.02MB

10. Final Words/4. Tips for Your Machine Learning Journey.mp41.57MB