- Introduction to Supervised ML

This session introduces supervised machine learning (SML) and related main concepts.

Notebook(s)

• Introduction to Supervised Machine Learning

• Supervised Machine Learning Regression

• Supervised Machine Learning Classification

• Assignment for SML

Intro slides

Use arrows keys on keyboard to navigate. Alternatively fullscreen slides

Recommended Datacamp exercises:

Basics:

• Python - Intro to supervised learning
• Python - Decision Tree modeling

Modell workflows

• Python - SML Preprocessing
• Python - SML Feature Engineering
• Python - SML Model validation

Recommended Readings and resources

• Python Data Science Handbook Chapter 5