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Part 4: The Part of Tens
Curriculum
2 Sections
20 Lessons
10 Weeks
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Chapter 14: The Ten Most Important Classes
10
1.1
Tensor
10 mins
1.2
Operation
10 mins
1.3
Graph
10 mins
1.4
Session
10 mins
1.5
Variable
10 mins
1.6
Optimizer
10 mins
1.7
Estimator
10 mins
1.8
Dataset
10 mins
1.9
Iterator
10 mins
1.10
Saver
10 mins
Chapter 15: Ten Recommendations for Training Neural Networks
10
2.1
Select a Representative Dataset
10 mins
2.2
Standardize Your Data
10 mins
2.3
Use Proper Weight Initialization
10 mins
2.4
Start with a Small Number of Layers
10 mins
2.5
Add Dropout Layers
10 mins
2.6
Train with Small, Random Batches
10 mins
2.7
Normalize Batch Data
10 mins
2.8
Try Different Optimization Algorithms
10 mins
2.9
Set the Right Learning Rate
10 mins
2.10
Check Weights and Gradients
10 mins
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