Build, Train, and Deploy Your First Neural Network with TensorFlow (Jerry Kurata, 2020)
大小
345.65 MB
文件数
125
Info Hash:
5049002DED3D8A7959EBD1B3DCC089398E34B206
收录时间
2025-12-13 23:08:00
更新时间
2025-12-19 02:17:29
文件列表 (125)
01. Course Overview/1. Course Overview.mp4
3.39 MB
01. Course Overview/1. Course Overview.vtt
2.48 KB
02. Why Learn TensorFlow/1. What Is TensorFlow.mp4
4.55 MB
02. Why Learn TensorFlow/1. What Is TensorFlow.vtt
4.21 KB
02. Why Learn TensorFlow/2. Why TensorFlow.mp4
3.97 MB
02. Why Learn TensorFlow/2. Why TensorFlow.vtt
3.61 KB
02. Why Learn TensorFlow/3. TensorFlow Tools and Languages.mp4
2.75 MB
02. Why Learn TensorFlow/3. TensorFlow Tools and Languages.vtt
3.55 KB
02. Why Learn TensorFlow/4. Required Skills.mp4
3.23 MB
02. Why Learn TensorFlow/4. Required Skills.vtt
3.68 KB
02. Why Learn TensorFlow/5. Course Structure.mp4
3.04 MB
02. Why Learn TensorFlow/5. Course Structure.vtt
2.92 KB
03. Setting up the TensorFlow Environment/1. TensorFlow Development Environment.mp4
2.21 MB
03. Setting up the TensorFlow Environment/1. TensorFlow Development Environment.vtt
2.21 KB
03. Setting up the TensorFlow Environment/2. What Is Google Colaboratory (aka Colab).mp4
2.46 MB
03. Setting up the TensorFlow Environment/2. What Is Google Colaboratory (aka Colab).vtt
2.66 KB
03. Setting up the TensorFlow Environment/3. Getting Started with Colab.mp4
7.28 MB
03. Setting up the TensorFlow Environment/3. Getting Started with Colab.vtt
6.2 KB
03. Setting up the TensorFlow Environment/4. Importing TensorFlow.mp4
4.39 MB
03. Setting up the TensorFlow Environment/4. Importing TensorFlow.vtt
3.63 KB
03. Setting up the TensorFlow Environment/5. Sequencing Code Execution.mp4
8.84 MB
03. Setting up the TensorFlow Environment/5. Sequencing Code Execution.vtt
7.24 KB
03. Setting up the TensorFlow Environment/6. Checklist and Summary.mp4
2.85 MB
03. Setting up the TensorFlow Environment/6. Checklist and Summary.vtt
2.89 KB
04. AI and Machine Learning Concepts/1. The Relationship of AI to ML.mp4
3.68 MB
04. AI and Machine Learning Concepts/1. The Relationship of AI to ML.vtt
3.71 KB
04. AI and Machine Learning Concepts/2. Implementing Machine Learning.mp4
3.07 MB
04. AI and Machine Learning Concepts/2. Implementing Machine Learning.vtt
3.28 KB
04. AI and Machine Learning Concepts/3. Creating the Model.mp4
4.48 MB
04. AI and Machine Learning Concepts/3. Creating the Model.vtt
4.72 KB
04. AI and Machine Learning Concepts/4. Training the Model.mp4
3.12 MB
04. AI and Machine Learning Concepts/4. Training the Model.vtt
3.54 KB
04. AI and Machine Learning Concepts/5. Reducing Loss.mp4
6.03 MB
04. AI and Machine Learning Concepts/5. Reducing Loss.vtt
5.51 KB
04. AI and Machine Learning Concepts/6. Evaluating the Trained Model.mp4
1.7 MB
04. AI and Machine Learning Concepts/6. Evaluating the Trained Model.vtt
1.63 KB
04. AI and Machine Learning Concepts/7. What Is a Tensor.mp4
5.1 MB
04. AI and Machine Learning Concepts/7. What Is a Tensor.vtt
5.5 KB
04. AI and Machine Learning Concepts/8. Checklist and Summary.mp4
1.52 MB
04. AI and Machine Learning Concepts/8. Checklist and Summary.vtt
1.52 KB
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/1. Setting up the Example.vtt
6.72 KB
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/2. Defining the Problem and Getting Data.vtt
3.93 KB
05. Applying the Machine Learning Workflow with TensorFlow/3. Exploring the Data.mp4
7.51 MB
05. Applying the Machine Learning Workflow with TensorFlow/3. Exploring the Data.vtt
3.51 KB
05. Applying the Machine Learning Workflow with TensorFlow/4. Preparing the Data.mp4
13.04 MB
05. Applying the Machine Learning Workflow with TensorFlow/4. Preparing the Data.vtt
6.92 KB
05. Applying the Machine Learning Workflow with TensorFlow/5. Creating the Model.mp4
8.35 MB
05. Applying the Machine Learning Workflow with TensorFlow/5. Creating the Model.vtt
4.48 KB
05. Applying the Machine Learning Workflow with TensorFlow/6. Training the Model.mp4
15.45 MB
05. Applying the Machine Learning Workflow with TensorFlow/6. Training the Model.vtt
7.98 KB
05. Applying the Machine Learning Workflow with TensorFlow/7. Improving Performance.mp4
7.67 MB
05. Applying the Machine Learning Workflow with TensorFlow/7. Improving Performance.vtt
4.33 KB
05. Applying the Machine Learning Workflow with TensorFlow/8. Evaluating Model Performance.mp4
5.21 MB
05. Applying the Machine Learning Workflow with TensorFlow/8. Evaluating Model Performance.vtt
2.95 KB
05. Applying the Machine Learning Workflow with TensorFlow/9. Summary.mp4
1.36 MB
05. Applying the Machine Learning Workflow with TensorFlow/9. Summary.vtt
1.25 KB
06. Understanding Neural Networks/1. Machine Learning with Neural Networks.mp4
3.17 MB
06. Understanding Neural Networks/1. Machine Learning with Neural Networks.vtt
3.2 KB
06. Understanding Neural Networks/2. How Neurons Work.mp4
4.81 MB
06. Understanding Neural Networks/2. How Neurons Work.vtt
3.3 KB
06. Understanding Neural Networks/3. Neuron Architecture.mp4
3.51 MB
06. Understanding Neural Networks/3. Neuron Architecture.vtt
3.49 KB
06. Understanding Neural Networks/4. Activation Functions.mp4
8.99 MB
06. Understanding Neural Networks/4. Activation Functions.vtt
8.02 KB
06. Understanding Neural Networks/5. From Neurons to Neural Networks.mp4
6.54 MB
06. Understanding Neural Networks/5. From Neurons to Neural Networks.vtt
4.62 KB
06. Understanding Neural Networks/6. Predicting with an Untrained Neural Network.mp4
7.92 MB
06. Understanding Neural Networks/6. Predicting with an Untrained Neural Network.vtt
4.88 KB
06. Understanding Neural Networks/7. Training a Neural Network.mp4
7.89 MB
06. Understanding Neural Networks/7. Training a Neural Network.vtt
6.06 KB
06. Understanding Neural Networks/8. Summary.mp4
2.16 MB
06. Understanding Neural Networks/8. Summary.vtt
1.79 KB
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/1. Building a Neural Network in TensorFlow.vtt
5.17 KB
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/2. Getting and Preparing the Data.vtt
6.35 KB
07. Building and Training Your First Neural Network/3. Creating the Model.mp4
7.44 MB
07. Building and Training Your First Neural Network/3. Creating the Model.vtt
5.38 KB
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/4. Demo - Creating the Model.vtt
4.47 KB
07. Building and Training Your First Neural Network/5. Compiling the Model.mp4
5.8 MB
07. Building and Training Your First Neural Network/5. Compiling the Model.vtt
3.19 KB
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/6. Training and Evaluating the Model.vtt
3.88 KB
07. Building and Training Your First Neural Network/7. Summary.mp4
3.28 MB
07. Building and Training Your First Neural Network/7. Summary.vtt
2.77 KB
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/1. Understanding the Problem with Your Model.vtt
3.74 KB
08. Monitoring and Improving Neural Network Performance/2. TensorBoard Setup.mp4
10.46 MB
08. Monitoring and Improving Neural Network Performance/2. TensorBoard Setup.vtt
6.14 KB
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/3. Monitoring Your Trained Model’s Performance.vtt
4.57 KB
08. Monitoring and Improving Neural Network Performance/4. Reducing Training Data Overfitting.mp4
10.12 MB
08. Monitoring and Improving Neural Network Performance/4. Reducing Training Data Overfitting.vtt
5.38 KB
08. Monitoring and Improving Neural Network Performance/5. Randomly Dropping out Neuron Output.mp4
6.54 MB
08. Monitoring and Improving Neural Network Performance/5. Randomly Dropping out Neuron Output.vtt
2.82 KB
08. Monitoring and Improving Neural Network Performance/6. Early Stopping.mp4
8.28 MB
08. Monitoring and Improving Neural Network Performance/6. Early Stopping.vtt
3.63 KB
08. Monitoring and Improving Neural Network Performance/7. Saving Your Trained Model.mp4
2.48 MB
08. Monitoring and Improving Neural Network Performance/7. Saving Your Trained Model.vtt
1.63 KB
08. Monitoring and Improving Neural Network Performance/8. Summary.mp4
1.66 MB
08. Monitoring and Improving Neural Network Performance/8. Summary.vtt
1.65 KB
09. Deploying Your Neural Network/1. What Is Deploying a Neural Network.mp4
3.34 MB
09. Deploying Your Neural Network/1. What Is Deploying a Neural Network.vtt
3.59 KB
09. Deploying Your Neural Network/2. Installing TensorFlow ModelServer.mp4
5.75 MB
09. Deploying Your Neural Network/2. Installing TensorFlow ModelServer.vtt
2.27 KB
09. Deploying Your Neural Network/3. Understanding TensorFlow Model Serving.mp4
1.85 MB
09. Deploying Your Neural Network/3. Understanding TensorFlow Model Serving.vtt
1.63 KB
09. Deploying Your Neural Network/4. Using TensorFlow Model Serving.mp4
13.31 MB
09. Deploying Your Neural Network/4. Using TensorFlow Model Serving.vtt
6.77 KB
09. Deploying Your Neural Network/5. Summary.mp4
1.12 MB
09. Deploying Your Neural Network/5. Summary.vtt
1.13 KB
10. Final Words/1. What Have You Seen.mp4
2.2 MB
10. Final Words/1. What Have You Seen.vtt
2.39 KB
10. Final Words/2. Training the Model.mp4
4.09 MB
10. Final Words/2. Training the Model.vtt
3.46 KB
10. Final Words/3. Monitoring, Improving, and Deploying the Model.mp4
4.02 MB
10. Final Words/3. Monitoring, Improving, and Deploying the Model.vtt
3.79 KB
10. Final Words/4. Tips for Your Machine Learning Journey.mp4
1.57 MB
10. Final Words/4. Tips for Your Machine Learning Journey.vtt
1.8 KB