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Build, Train, and Deploy Your First Neural Network with TensorFlow (Jerry Kurata, 2020)
magnet:?xt=urn:btih:5049002ded3d8a7959ebd1b3dcc089398e34b206&dn=Build, Train, and Deploy Your First Neural Network with TensorFlow (Jerry Kurata, 2020)
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文件列表详情
5049002ded3d8a7959ebd1b3dcc089398e34b206
infohash:
61
文件数量
338.44 MB
文件大小
2022-5-14 01:33
创建日期
2024-11-10 16:33
最后访问
相关分词
Build
Train
and
Deploy
Your
First
Neural
Network
with
TensorFlow
Jerry
Kurata
2020
01. Course Overview/1. Course Overview.mp4 3.39 MB
02. Why Learn TensorFlow/1. What Is TensorFlow.mp4 4.55 MB
02. Why Learn TensorFlow/2. Why TensorFlow.mp4 3.97 MB
02. Why Learn TensorFlow/3. TensorFlow Tools and Languages.mp4 2.75 MB
02. Why Learn TensorFlow/4. Required Skills.mp4 3.23 MB
02. Why Learn TensorFlow/5. Course Structure.mp4 3.04 MB
03. Setting up the TensorFlow Environment/1. TensorFlow Development Environment.mp4 2.21 MB
03. Setting up the TensorFlow Environment/2. What Is Google Colaboratory (aka Colab).mp4 2.46 MB
03. Setting up the TensorFlow Environment/3. Getting Started with Colab.mp4 7.28 MB
03. Setting up the TensorFlow Environment/4. Importing TensorFlow.mp4 4.39 MB
03. Setting up the TensorFlow Environment/5. Sequencing Code Execution.mp4 8.84 MB
03. Setting up the TensorFlow Environment/6. Checklist and Summary.mp4 2.85 MB
04. AI and Machine Learning Concepts/1. The Relationship of AI to ML.mp4 3.68 MB
04. AI and Machine Learning Concepts/2. Implementing Machine Learning.mp4 3.07 MB
04. AI and Machine Learning Concepts/3. Creating the Model.mp4 4.48 MB
04. AI and Machine Learning Concepts/4. Training the Model.mp4 3.12 MB
04. AI and Machine Learning Concepts/5. Reducing Loss.mp4 6.03 MB
04. AI and Machine Learning Concepts/6. Evaluating the Trained Model.mp4 1.7 MB
04. AI and Machine Learning Concepts/7. What Is a Tensor.mp4 5.1 MB
04. AI and Machine Learning Concepts/8. Checklist and Summary.mp4 1.52 MB
05. Applying the Machine Learning Workflow with TensorFlow/1. Setting up the Example.mp4 10.03 MB
05. Applying the Machine Learning Workflow with TensorFlow/2. Defining the Problem and Getting Data.mp4 8.17 MB
05. Applying the Machine Learning Workflow with TensorFlow/3. Exploring the Data.mp4 7.51 MB
05. Applying the Machine Learning Workflow with TensorFlow/4. Preparing the Data.mp4 13.04 MB
05. Applying the Machine Learning Workflow with TensorFlow/5. Creating the Model.mp4 8.35 MB
05. Applying the Machine Learning Workflow with TensorFlow/6. Training the Model.mp4 15.45 MB
05. Applying the Machine Learning Workflow with TensorFlow/7. Improving Performance.mp4 7.67 MB
05. Applying the Machine Learning Workflow with TensorFlow/8. Evaluating Model Performance.mp4 5.21 MB
05. Applying the Machine Learning Workflow with TensorFlow/9. Summary.mp4 1.36 MB
06. Understanding Neural Networks/1. Machine Learning with Neural Networks.mp4 3.17 MB
06. Understanding Neural Networks/2. How Neurons Work.mp4 4.81 MB
06. Understanding Neural Networks/3. Neuron Architecture.mp4 3.51 MB
06. Understanding Neural Networks/4. Activation Functions.mp4 8.99 MB
06. Understanding Neural Networks/5. From Neurons to Neural Networks.mp4 6.54 MB
06. Understanding Neural Networks/6. Predicting with an Untrained Neural Network.mp4 7.92 MB
06. Understanding Neural Networks/7. Training a Neural Network.mp4 7.89 MB
06. Understanding Neural Networks/8. Summary.mp4 2.16 MB
07. Building and Training Your First Neural Network/1. Building a Neural Network in TensorFlow.mp4 7.55 MB
07. Building and Training Your First Neural Network/2. Getting and Preparing the Data.mp4 10.8 MB
07. Building and Training Your First Neural Network/3. Creating the Model.mp4 7.44 MB
07. Building and Training Your First Neural Network/4. Demo - Creating the Model.mp4 8.76 MB
07. Building and Training Your First Neural Network/5. Compiling the Model.mp4 5.8 MB
07. Building and Training Your First Neural Network/6. Training and Evaluating the Model.mp4 5.73 MB
07. Building and Training Your First Neural Network/7. Summary.mp4 3.28 MB
08. Monitoring and Improving Neural Network Performance/1. Understanding the Problem with Your Model.mp4 3.94 MB
08. Monitoring and Improving Neural Network Performance/2. TensorBoard Setup.mp4 10.46 MB
08. Monitoring and Improving Neural Network Performance/3. Monitoring Your Trained Model’s Performance.mp4 8.94 MB
08. Monitoring and Improving Neural Network Performance/4. Reducing Training Data Overfitting.mp4 10.12 MB
08. Monitoring and Improving Neural Network Performance/5. Randomly Dropping out Neuron Output.mp4 6.54 MB
08. Monitoring and Improving Neural Network Performance/6. Early Stopping.mp4 8.28 MB
08. Monitoring and Improving Neural Network Performance/7. Saving Your Trained Model.mp4 2.48 MB
08. Monitoring and Improving Neural Network Performance/8. Summary.mp4 1.66 MB
09. Deploying Your Neural Network/1. What Is Deploying a Neural Network.mp4 3.34 MB
09. Deploying Your Neural Network/2. Installing TensorFlow ModelServer.mp4 5.75 MB
09. Deploying Your Neural Network/3. Understanding TensorFlow Model Serving.mp4 1.85 MB
09. Deploying Your Neural Network/4. Using TensorFlow Model Serving.mp4 13.31 MB
09. Deploying Your Neural Network/5. Summary.mp4 1.12 MB
10. Final Words/1. What Have You Seen.mp4 2.2 MB
10. Final Words/2. Training the Model.mp4 4.09 MB
10. Final Words/3. Monitoring, Improving, and Deploying the Model.mp4 4.02 MB
10. Final Words/4. Tips for Your Machine Learning Journey.mp4 1.57 MB
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