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Introduction
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Classroom Contents
Making Machine Learning Accessible Using Keras
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- 1 Introduction
- 2 Outline
- 3 Machine Learning
- 4 Deep Learning
- 5 What is Keras
- 6 Why should you use Keras
- 7 Who writes Keras
- 8 Brief history
- 9 Sample companies
- 10 Keras API
- 11 Model Building
- 12 Sequential Model
- 13 Training and Saving
- 14 Training
- 15 Data Validation
- 16 Saving
- 17 Functional API
- 18 Functional API Example
- 19 Model Subclasses
- 20 Tensorflow Integration
- 21 Estimator
- 22 Functional Model
- 23 Gigger Execution
- 24 TensorFlow Distribution Strategy
- 25 Timeline
- 26 Conclusion
- 27 Questions
