ML Models: Looking Inside the Black Box

Overview

Teaching: 30 min
Exercises: 30 min

Questions

• Key question (FIXME)

Objectives

• First learning objective. (FIXME)

Ep 3: Looking inside the Black Box

• Explain simple model (kNN) in detail
• Use to illustrate complexity of ML
• Introduce concept of hyperparameters

Exercises:

• Determine hyperparameters for the kNN implementation in scikit-learn
• Potentially summarise some classic literature?

Key Points

• First key point. Brief Answer to questions. (FIXME)