Feature Engineering

Description: Join Hayley to discuss the next step in the machine learning process, feature engineering. Learn about what a feature is and how feature engineering extracts and transforms your data into useable features for your model dataset. 

Module Type: Foundational  

Level: Beginner  

Audience: All

Prerequisites: "Data Preprocessing" module & it's prerequisites

Run time: ~11 minutes

Module Sections:

00:00 - Intro, Topics Covered, & Learning Outcomes

01:03 - Feature Overview

02:54 - Feature Engineering Overview

04:10 - Feature Engineering Process & Techniques

09:46 - Exploratory Data Analysis & Feature Engineering

10:50 - Conclusion & Thanks

The module transcription is attached below as a pdf.

• Feature Engineering Transcript.docx.pdf80 KB