Feed-Forward Networks for Structured Data

connect neural networks to familiar tabular modelling problems.

Units

1. Unit 04.00: Linear layers and activation functions
2. Unit 04.01: Model capacity and hidden layers
3. Unit 04.02: Regression and classification heads
4. Unit 04.03: Loss choice for numeric, binary, and multiclass targets
5. Unit 04.04: Scaling and encoding input features
6. Unit 04.05: Comparing a neural net with a classical baseline
7. Unit 04.06: Project step: structured-data neural-network report

Module work

• Activity
• Knowledge check
• Summary