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Build, Train, and Deploy Your First Neural Network with TensorFlow (Jerry Kurata, 2020)
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2022-5-14 01:33
2024-8-23 22:28
260
338.44 MB
61
磁力链接
magnet:?xt=urn:btih:5049002ded3d8a7959ebd1b3dcc089398e34b206
迅雷链接
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相关链接
Build
Train
and
Deploy
Your
First
Neural
Network
with
TensorFlow
Jerry
Kurata
2020
文件列表
01. Course Overview/1. Course Overview.mp4
3.39MB
02. Why Learn TensorFlow/1. What Is TensorFlow.mp4
4.55MB
02. Why Learn TensorFlow/2. Why TensorFlow.mp4
3.97MB
02. Why Learn TensorFlow/3. TensorFlow Tools and Languages.mp4
2.75MB
02. Why Learn TensorFlow/4. Required Skills.mp4
3.23MB
02. Why Learn TensorFlow/5. Course Structure.mp4
3.04MB
03. Setting up the TensorFlow Environment/1. TensorFlow Development Environment.mp4
2.21MB
03. Setting up the TensorFlow Environment/2. What Is Google Colaboratory (aka Colab).mp4
2.46MB
03. Setting up the TensorFlow Environment/3. Getting Started with Colab.mp4
7.28MB
03. Setting up the TensorFlow Environment/4. Importing TensorFlow.mp4
4.39MB
03. Setting up the TensorFlow Environment/5. Sequencing Code Execution.mp4
8.84MB
03. Setting up the TensorFlow Environment/6. Checklist and Summary.mp4
2.85MB
04. AI and Machine Learning Concepts/1. The Relationship of AI to ML.mp4
3.68MB
04. AI and Machine Learning Concepts/2. Implementing Machine Learning.mp4
3.07MB
04. AI and Machine Learning Concepts/3. Creating the Model.mp4
4.48MB
04. AI and Machine Learning Concepts/4. Training the Model.mp4
3.12MB
04. AI and Machine Learning Concepts/5. Reducing Loss.mp4
6.03MB
04. AI and Machine Learning Concepts/6. Evaluating the Trained Model.mp4
1.7MB
04. AI and Machine Learning Concepts/7. What Is a Tensor.mp4
5.1MB
04. AI and Machine Learning Concepts/8. Checklist and Summary.mp4
1.52MB
05. Applying the Machine Learning Workflow with TensorFlow/1. Setting up the Example.mp4
10.03MB
05. Applying the Machine Learning Workflow with TensorFlow/2. Defining the Problem and Getting Data.mp4
8.17MB
05. Applying the Machine Learning Workflow with TensorFlow/3. Exploring the Data.mp4
7.51MB
05. Applying the Machine Learning Workflow with TensorFlow/4. Preparing the Data.mp4
13.04MB
05. Applying the Machine Learning Workflow with TensorFlow/5. Creating the Model.mp4
8.35MB
05. Applying the Machine Learning Workflow with TensorFlow/6. Training the Model.mp4
15.45MB
05. Applying the Machine Learning Workflow with TensorFlow/7. Improving Performance.mp4
7.67MB
05. Applying the Machine Learning Workflow with TensorFlow/8. Evaluating Model Performance.mp4
5.21MB
05. Applying the Machine Learning Workflow with TensorFlow/9. Summary.mp4
1.36MB
06. Understanding Neural Networks/1. Machine Learning with Neural Networks.mp4
3.17MB
06. Understanding Neural Networks/2. How Neurons Work.mp4
4.81MB
06. Understanding Neural Networks/3. Neuron Architecture.mp4
3.51MB
06. Understanding Neural Networks/4. Activation Functions.mp4
8.99MB
06. Understanding Neural Networks/5. From Neurons to Neural Networks.mp4
6.54MB
06. Understanding Neural Networks/6. Predicting with an Untrained Neural Network.mp4
7.92MB
06. Understanding Neural Networks/7. Training a Neural Network.mp4
7.89MB
06. Understanding Neural Networks/8. Summary.mp4
2.16MB
07. Building and Training Your First Neural Network/1. Building a Neural Network in TensorFlow.mp4
7.55MB
07. Building and Training Your First Neural Network/2. Getting and Preparing the Data.mp4
10.8MB
07. Building and Training Your First Neural Network/3. Creating the Model.mp4
7.44MB
07. Building and Training Your First Neural Network/4. Demo - Creating the Model.mp4
8.76MB
07. Building and Training Your First Neural Network/5. Compiling the Model.mp4
5.8MB
07. Building and Training Your First Neural Network/6. Training and Evaluating the Model.mp4
5.73MB
07. Building and Training Your First Neural Network/7. Summary.mp4
3.28MB
08. Monitoring and Improving Neural Network Performance/1. Understanding the Problem with Your Model.mp4
3.94MB
08. Monitoring and Improving Neural Network Performance/2. TensorBoard Setup.mp4
10.46MB
08. Monitoring and Improving Neural Network Performance/3. Monitoring Your Trained Model’s Performance.mp4
8.94MB
08. Monitoring and Improving Neural Network Performance/4. Reducing Training Data Overfitting.mp4
10.12MB
08. Monitoring and Improving Neural Network Performance/5. Randomly Dropping out Neuron Output.mp4
6.54MB
08. Monitoring and Improving Neural Network Performance/6. Early Stopping.mp4
8.28MB
08. Monitoring and Improving Neural Network Performance/7. Saving Your Trained Model.mp4
2.48MB
08. Monitoring and Improving Neural Network Performance/8. Summary.mp4
1.66MB
09. Deploying Your Neural Network/1. What Is Deploying a Neural Network.mp4
3.34MB
09. Deploying Your Neural Network/2. Installing TensorFlow ModelServer.mp4
5.75MB
09. Deploying Your Neural Network/3. Understanding TensorFlow Model Serving.mp4
1.85MB
09. Deploying Your Neural Network/4. Using TensorFlow Model Serving.mp4
13.31MB
09. Deploying Your Neural Network/5. Summary.mp4
1.12MB
10. Final Words/1. What Have You Seen.mp4
2.2MB
10. Final Words/2. Training the Model.mp4
4.09MB
10. Final Words/3. Monitoring, Improving, and Deploying the Model.mp4
4.02MB
10. Final Words/4. Tips for Your Machine Learning Journey.mp4
1.57MB
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