Learning Outcomes

An Introduction to Feature Engineering

Important Techniques in Feature Engineering

How to Select the Right Features?

Essential Processes of Feature Engineering

Feature Engineering - Real World Examples

Lesson Summary

This module introduces you to feature engineering and its related processes. Some of the well-renowned tools that you can use in this field are also mentioned. The module also describes important processes involved in feature engineering and their application in the real world.

A Beginner's Guide to Feature Engineering - Course Assessment

Learn about the basics of feature engineering, its essential processes, and its role in machine learning.

A Beginner's Guide to Feature Engineering

Feature engineering involves a set of techniques that make data from machine learning algorithms more meaningful. In this course, we have introduced you to this technique, its role in machine learning, and its various crucial processes. You will also learn the ways of selecting and extracting out the most meaningful data for your algorithm. You will also learn how feature engineering can be applied in real-world situations.

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