Troubleshooting and Improving Neural Network Performance --> [ CourseWikia ]

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Torrent File Content (80 files)

[ CourseWikia.com ] PluralSight - Troubleshooting and Improving Neural Network Performance
Get Bonus Downloads Here.url -

181 bytes

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

7.23 MB

03/identifying-common-issues-overfitting-underfitting-and-stagnant-learning-slides.pdf -

6.82 MB

04/improving-training-stability-learning-rate-scheduling-and-early-stopping-slides.pdf -

6.97 MB

05/model-interpretability-understanding-decision-making-in-neural-networks-slides.pdf -

7.13 MB

06/feedback-loops-continuously-learning-and-adapting-models-in-production-slides.pdf -

7.01 MB

1. Course Overview/1. Course Overview.mp4 -

3.75 MB

1. Course Overview/1. Course Overview.vtt -

2.14 KB

2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/1. Diagnostic Tools TensorBoard.mp4 -

5.01 MB

2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/1. Diagnostic Tools TensorBoard.vtt -

3.85 KB

2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/2. TensorBoard for Visualizing Models.mp4 -

4.02 MB

2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/2. TensorBoard for Visualizing Models.vtt -

2.98 KB

2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/3. Visualizing Neural Network Architectures.mp4 -

3.74 MB

2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/3. Visualizing Neural Network Architectures.vtt -

3.47 KB

2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/4. Demo - TensorBoard.mp4 -

15.98 MB

2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/4. Demo - TensorBoard.vtt -

7.13 KB

2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/5. Inspecting Model Weights.mp4 -

3.89 MB

2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/5. Inspecting Model Weights.vtt -

3.04 KB

2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/6. Diagnostic Tools for Identifying Bottlenecks.mp4 -

4.71 MB

2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/6. Diagnostic Tools for Identifying Bottlenecks.vtt -

3.1 KB

2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/7. Ethical Considerations.mp4 -

2.83 MB

2. Diagnostic Tools - TensorBoard, Model Visualizations, and More/7. Ethical Considerations.vtt -

2.67 KB

3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/1. Common Issues in Neural Network Perfor.mp4 -

4.38 MB

3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/1. Common Issues in Neural Network Perfor.vtt -

3.68 KB

3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/2. Impacts of Overfitting and Underfittin.mp4 -

2.68 MB

3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/2. Impacts of Overfitting and Underfittin.vtt -

2.88 KB

3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/3. Stagnant Learning and Training Plateau.mp4 -

2.59 MB

3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/3. Stagnant Learning and Training Plateau.vtt -

2.77 KB

3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/4. Factors Contributing to Overfitting.mp4 -

3.08 MB

3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/4. Factors Contributing to Overfitting.vtt -

2.63 KB

3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/5. Demo - Overfitting.mp4 -

9.38 MB

3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/5. Demo - Overfitting.vtt -

4.77 KB

3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/6. Mitigating, Overfitting, Underfitting,.mp4 -

3.38 MB

3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/6. Mitigating, Overfitting, Underfitting,.vtt -

3.31 KB

3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/7. Real-world Scenarios.mp4 -

3.83 MB

3. Identifying Common Issues - Overfitting, Underfitting, and Stagnant Learning/7. Real-world Scenarios.vtt -

3.34 KB

4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/1. Enhancing Training Stability.mp4 -

4.46 MB

4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/1. Enhancing Training Stability.vtt -

3.79 KB

4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/2. Learning Rate and Its Impact.mp4 -

4.25 MB

4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/2. Learning Rate and Its Impact.vtt -

4.04 KB

4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/3. Learning Rate Scheduling.mp4 -

2.64 MB

4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/3. Learning Rate Scheduling.vtt -

2.61 KB

4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/4. Early Stopping to Prevent.mp4 -

3.22 MB

4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/4. Early Stopping to Prevent.vtt -

3.18 KB

4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/5. Demo - Learning Rate Scheduling and Early.mp4 -

15.16 MB

4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/5. Demo - Learning Rate Scheduling and Early.vtt -

6.35 KB

4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/6. Dynamic Learning Rate.mp4 -

3.84 MB

4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/6. Dynamic Learning Rate.vtt -

3.35 KB

4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/7. Trade Offs and Best Practices.mp4 -

4.7 MB

4. Improving Training Stability - Learning Rate Scheduling and Early Stopping/7. Trade Offs and Best Practices.vtt -

4.25 KB

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