Lesson 12: Machine Learning pt. 2#

Concepts#

In this lesson, you will learn the following concepts:

  • How to handle categorical data

  • How to assess the quality of a model

  • The concept of overfitting

  • Controlling model complexity with hyperparameters

Table of Contents#