Compile, Fit, Metrics, and Validation

make the standard Keras training workflow clear.

Units

1. Unit 04.00: 04.00 Losses, metrics, optimizers, and output heads
2. Unit 04.01: 04.01 `compile` and `fit` in plain English
3. Unit 04.02: 04.02 Validation data and why training accuracy is not enough
4. Unit 04.03: 04.03 Regression, binary classification, and multiclass classification
5. Unit 04.04: 04.04 Comparing a Keras model with a classical baseline
6. Unit 04.05: 04.05 Project step: structured-data Keras report

Module work

• Activity
• Knowledge check
• Summary