Module overview#

What you will learn#

So far this course covered the basics of machine learning.

This module gives an overview of what is out there for you to explore in the field of machine learning.

At the end it offers pointers to other resources where you can learn more when you apply and further explore machine learning.

Objectives and time schedule#

The objective in the module are the following:

  • list different machine learning models;

  • explain the following concepts: model sweep, hyperparamter tuning, automated feature selection and feature importance;

  • explain the no free lunch theorem

The estimated time to go through this module is about 20 minutes.