[ CourseWikia.com ] PluralSight - Troubleshooting and Improving Neural Network Performance

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[ CourseWikia.com ] PluralSight - Troubleshooting and Improving Neural Network Performance

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种子哈希：7658e130ef64526d4e8d4ef1216564efc176e3b4
文件大小：211.2M
已经下载：509次
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收录时间：2024-06-01
最近下载：2025-12-30

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文件列表

  • ~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/4. Demo - TensorBoard.mp4 16.8 MB
  • ~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/5. Demo - Learning Rate Scheduling and Early.mp4 15.9 MB
  • ~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/5. Demo - Feature Importance.mp4 10.5 MB
  • ~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/5. Demo - Overfitting.mp4 9.8 MB
  • ~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/5. Demo - Template Code for Continuous Learnin.mp4 9.6 MB
  • ~Get Your Files Here !/02/diagnostic-tools-tensorboard-model-visualizations-and-more-slides.pdf 7.6 MB
  • ~Get Your Files Here !/05/model-interpretability-understanding-decision-making-in-neural-networks-slides.pdf 7.5 MB
  • ~Get Your Files Here !/06/feedback-loops-continuously-learning-and-adapting-models-in-production-slides.pdf 7.3 MB
  • ~Get Your Files Here !/04/improving-training-stability-learning-rate-scheduling-and-early-stopping-slides.pdf 7.3 MB
  • ~Get Your Files Here !/03/identifying-common-issues-overfitting-underfitting-and-stagnant-learning-slides.pdf 7.2 MB
  • ~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/1. Model Interpretability in Neural Networks.mp4 6.2 MB
  • ~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/4. Model Retraining Fine-tuning.mp4 6.1 MB
  • ~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/1. Diagnostic Tools TensorBoard.mp4 5.2 MB
  • ~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/1. Feedback Loops.mp4 5.1 MB
  • ~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/6. Diagnostic Tools for Identifying Bottlenecks.mp4 4.9 MB
  • ~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/7. Trade Offs and Best Practices.mp4 4.9 MB
  • ~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/1. Enhancing Training Stability.mp4 4.7 MB
  • ~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/6. Case Studies Showcasing Model Interpretabi.mp4 4.7 MB
  • ~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/1. Common Issues in Neural Network Perfor.mp4 4.6 MB
  • ~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/2. Learning Rate and Its Impact.mp4 4.5 MB
  • ~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/2. TensorBoard for Visualizing Models.mp4 4.2 MB
  • ~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/5. Inspecting Model Weights.mp4 4.1 MB
  • ~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/6. Dynamic Learning Rate.mp4 4.0 MB
  • ~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/6. Real-world Use Cases.mp4 4.0 MB
  • ~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/7. Real-world Scenarios.mp4 4.0 MB
  • ~Get Your Files Here !/1. Course Overview/1. Course Overview.mp4 3.9 MB
  • ~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/3. Visualizing Neural Network Architectures.mp4 3.9 MB
  • ~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/2. Continuous Learning.mp4 3.9 MB
  • ~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/6. Mitigating, Overfitting, Underfitting,.mp4 3.5 MB
  • ~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/4. Early Stopping to Prevent.mp4 3.4 MB
  • ~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/3. Collecting Feedback Data.mp4 3.3 MB
  • ~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/4. Transparent and Explainable AI.mp4 3.2 MB
  • ~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/4. Factors Contributing to Overfitting.mp4 3.2 MB
  • ~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/7. Challenges in Implementing.mp4 3.1 MB
  • ~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/7. Ethical Considerations.mp4 3.0 MB
  • ~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/7. Ethical Considerations.mp4 3.0 MB
  • ~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/2. Impacts of Overfitting and Underfittin.mp4 2.8 MB
  • ~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/3. Learning Rate Scheduling.mp4 2.8 MB
  • ~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/3. Stagnant Learning and Training Plateau.mp4 2.7 MB
  • ~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/2. Model Interpretability Relevance.mp4 2.6 MB
  • ~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/3. Techniques for Interpreting.mp4 2.3 MB
  • ~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/4. Demo - TensorBoard.vtt 7.3 kB
  • ~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/5. Demo - Learning Rate Scheduling and Early.vtt 6.5 kB
  • ~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/5. Demo - Feature Importance.vtt 6.1 kB
  • ~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/5. Demo - Overfitting.vtt 4.9 kB
  • ~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/1. Model Interpretability in Neural Networks.vtt 4.4 kB
  • ~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/4. Model Retraining Fine-tuning.vtt 4.4 kB
  • ~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/5. Demo - Template Code for Continuous Learnin.vtt 4.4 kB
  • ~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/7. Trade Offs and Best Practices.vtt 4.4 kB
  • ~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/2. Learning Rate and Its Impact.vtt 4.1 kB
  • ~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/1. Feedback Loops.vtt 4.0 kB
  • ~Get Your Files Here !/playlist.m3u 4.0 kB
  • ~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/1. Diagnostic Tools TensorBoard.vtt 3.9 kB
  • ~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/1. Enhancing Training Stability.vtt 3.9 kB
  • ~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/1. Common Issues in Neural Network Perfor.vtt 3.8 kB
  • ~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/6. Case Studies Showcasing Model Interpretabi.vtt 3.7 kB
  • ~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/3. Visualizing Neural Network Architectures.vtt 3.6 kB
  • ~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/6. Dynamic Learning Rate.vtt 3.4 kB
  • ~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/7. Real-world Scenarios.vtt 3.4 kB
  • ~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/6. Mitigating, Overfitting, Underfitting,.vtt 3.4 kB
  • ~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/4. Early Stopping to Prevent.vtt 3.3 kB
  • ~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/4. Transparent and Explainable AI.vtt 3.2 kB
  • ~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/6. Diagnostic Tools for Identifying Bottlenecks.vtt 3.2 kB
  • ~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/3. Collecting Feedback Data.vtt 3.2 kB
  • ~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/5. Inspecting Model Weights.vtt 3.1 kB
  • ~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/7. Challenges in Implementing.vtt 3.1 kB
  • ~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/2. TensorBoard for Visualizing Models.vtt 3.0 kB
  • ~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/6. Real-world Use Cases.vtt 3.0 kB
  • ~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/7. Ethical Considerations.vtt 3.0 kB
  • ~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/2. Impacts of Overfitting and Underfittin.vtt 2.9 kB
  • ~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/3. Stagnant Learning and Training Plateau.vtt 2.8 kB
  • ~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/2. Continuous Learning.vtt 2.8 kB
  • ~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/7. Ethical Considerations.vtt 2.7 kB
  • ~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/4. Factors Contributing to Overfitting.vtt 2.7 kB
  • ~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/3. Learning Rate Scheduling.vtt 2.7 kB
  • ~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/2. Model Interpretability Relevance.vtt 2.5 kB
  • ~Get Your Files Here !/1. Course Overview/1. Course Overview.vtt 2.2 kB
  • ~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/3. Techniques for Interpreting.vtt 2.0 kB
  • ~Get Your Files Here !/Bonus Resources.txt 386 Bytes
  • Get Bonus Downloads Here.url 181 Bytes

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