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

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Get Bonus Downloads Here.url

181B

~Get Your Files Here !/02/diagnostic-tools-tensorboard-model-visualizations-and-more-slides.pdf

7.23MB

~Get Your Files Here !/03/identifying-common-issues-overfitting-underfitting-and-stagnant-learning-slides.pdf

6.82MB

~Get Your Files Here !/04/improving-training-stability-learning-rate-scheduling-and-early-stopping-slides.pdf

6.97MB

~Get Your Files Here !/05/model-interpretability-understanding-decision-making-in-neural-networks-slides.pdf

7.13MB

~Get Your Files Here !/06/feedback-loops-continuously-learning-and-adapting-models-in-production-slides.pdf

7.01MB

~Get Your Files Here !/1. Course Overview/1. Course Overview.mp4

3.75MB

~Get Your Files Here !/1. Course Overview/1. Course Overview.vtt

2.14KB

~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/1. Diagnostic Tools TensorBoard.mp4

5.01MB

~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/1. Diagnostic Tools TensorBoard.vtt

3.85KB

~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/2. TensorBoard for Visualizing Models.mp4

4.02MB

~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/2. TensorBoard for Visualizing Models.vtt

2.98KB

~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/3. Visualizing Neural Network Architectures.mp4

3.74MB

~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/3. Visualizing Neural Network Architectures.vtt

3.47KB

~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/4. Demo - TensorBoard.mp4

15.98MB

~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/4. Demo - TensorBoard.vtt

7.13KB

~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/5. Inspecting Model Weights.mp4

3.89MB

~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/5. Inspecting Model Weights.vtt

3.04KB

~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/6. Diagnostic Tools for Identifying Bottlenecks.mp4

4.71MB

~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/6. Diagnostic Tools for Identifying Bottlenecks.vtt

3.1KB

~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/7. Ethical Considerations.mp4

2.83MB

~Get Your Files Here !/2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/7. Ethical Considerations.vtt

2.67KB

~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/1. Common Issues in Neural Network Perfor.mp4

4.38MB

~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/1. Common Issues in Neural Network Perfor.vtt

3.68KB

~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/2. Impacts of Overfitting and Underfittin.mp4

2.68MB

~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/2. Impacts of Overfitting and Underfittin.vtt

2.88KB

~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/3. Stagnant Learning and Training Plateau.mp4

2.59MB

~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/3. Stagnant Learning and Training Plateau.vtt

2.77KB

~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/4. Factors Contributing to Overfitting.mp4

3.08MB

~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/4. Factors Contributing to Overfitting.vtt

2.63KB

~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/5. Demo - Overfitting.mp4

9.38MB

~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/5. Demo - Overfitting.vtt

4.77KB

~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/6. Mitigating, Overfitting, Underfitting,.mp4

3.38MB

~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/6. Mitigating, Overfitting, Underfitting,.vtt

3.31KB

~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/7. Real-world Scenarios.mp4

3.83MB

~Get Your Files Here !/3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/7. Real-world Scenarios.vtt

3.34KB

~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/1. Enhancing Training Stability.mp4

4.46MB

~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/1. Enhancing Training Stability.vtt

3.79KB

~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/2. Learning Rate and Its Impact.mp4

4.25MB

~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/2. Learning Rate and Its Impact.vtt

4.04KB

~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/3. Learning Rate Scheduling.mp4

2.64MB

~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/3. Learning Rate Scheduling.vtt

2.61KB

~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/4. Early Stopping to Prevent.mp4

3.22MB

~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/4. Early Stopping to Prevent.vtt

3.18KB

~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/5. Demo - Learning Rate Scheduling and Early.mp4

15.16MB

~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/5. Demo - Learning Rate Scheduling and Early.vtt

6.35KB

~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/6. Dynamic Learning Rate.mp4

3.84MB

~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/6. Dynamic Learning Rate.vtt

3.35KB

~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/7. Trade Offs and Best Practices.mp4

4.7MB

~Get Your Files Here !/4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/7. Trade Offs and Best Practices.vtt

4.25KB

~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/1. Model Interpretability in Neural Networks.mp4

5.87MB

~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/1. Model Interpretability in Neural Networks.vtt

4.3KB

~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/2. Model Interpretability Relevance.mp4

2.45MB

~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/2. Model Interpretability Relevance.vtt

2.47KB

~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/3. Techniques for Interpreting.mp4

2.15MB

~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/3. Techniques for Interpreting.vtt

1.99KB

~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/4. Transparent and Explainable AI.mp4

3.1MB

~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/4. Transparent and Explainable AI.vtt

3.13KB

~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/5. Demo - Feature Importance.mp4

10.01MB

~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/5. Demo - Feature Importance.vtt

5.99KB

~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/6. Case Studies Showcasing Model Interpretabi.mp4

4.44MB

~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/6. Case Studies Showcasing Model Interpretabi.vtt

3.64KB

~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/7. Ethical Considerations.mp4

2.84MB

~Get Your Files Here !/5. Model Interpretability - Understanding Decision Making in Neural Networks/7. Ethical Considerations.vtt

2.89KB

~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/1. Feedback Loops.mp4

4.86MB

~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/1. Feedback Loops.vtt

3.95KB

~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/2. Continuous Learning.mp4

3.7MB

~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/2. Continuous Learning.vtt

2.73KB

~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/3. Collecting Feedback Data.mp4

3.14MB

~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/3. Collecting Feedback Data.vtt

3.08KB

~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/4. Model Retraining Fine-tuning.mp4

5.86MB

~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/4. Model Retraining Fine-tuning.vtt

4.27KB

~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/5. Demo - Template Code for Continuous Learnin.mp4

9.17MB

~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/5. Demo - Template Code for Continuous Learnin.vtt

4.26KB

~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/6. Real-world Use Cases.mp4

3.83MB

~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/6. Real-world Use Cases.vtt

2.96KB

~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/7. Challenges in Implementing.mp4

2.97MB

~Get Your Files Here !/6. Feedback Loops - Continuously Learning and Adapting Models in Production/7. Challenges in Implementing.vtt

2.99KB

~Get Your Files Here !/Bonus Resources.txt

386B

~Get Your Files Here !/playlist.m3u

3.92KB

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