Description:

In this session, we will discuss the fundamentals of data visualization and we’ll examine its use in exposing hidden insights that can improve a machine learning model’s understanding of the data. We’ll particularly examine how data visualization is used to bolster feature engineering, enabling improved machine learning performance.

Course Code/Duration:

BDT176 / 90 minutes.

Learning Objectives:

You will learn:

• Various ways to plot data in order to expose insights
• How the data type influences chart selection -How to “read” a chart with feature engineering in mind
• How to validate the significance of an observation
• How to convert an observation into a feature that the machine learning model can use