Advanced
9 Lessons
30min
Certificate of Completion
Course Overview
Feature engineering is a crucial stage in any machine learning project. It allows you to use data to define features that enable machine learning algorithms to work properly. In this course, you will learn the techniques that will help you create new features from existing features. You’ll start by diving into label encoding which is crucial for converting categorical features into numerical. You’ll also learn about other various types of encoding such as: one-hot, count, and mean, all of which are importa...
Course Content
How You'll Learn
You don’t get better at swimming by watching others. Coding is no different. Practice as you learn with live code environments inside your browser.
Videos are holding you back. Educative‘s interactive, text-based lessons accelerate learning — no setup, downloads, or alt-tabbing required.
Learn faster and smarter with adaptive AI tools embedded in every Educative course.
Built-in assessments let you test your skills. Completion certificates let you show them off.
Recommended Courses
BEFORE STARTING THIS COURSE
AFTER FINISHING THIS COURSE