A Beginner's Guide to Feature Engineering

Name: A Beginner's Guide to Feature Engineering
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Rating: 3.6 (13 reviews)

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

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Learning Outcomes

In this free course, you will learn how to:

Define feature engineering, the way it works, and its primary goal for a machine learning model
List the essential processes of feature engineering
Describe different techniques in feature engineering
Recognize some of the important tools used in feature engineering
Identify how computer vision differentiates from feature engineering and some of the important ML features
Review the ways to select the right features for any machine algorithm
Explain the most important concepts of feature engineering
Discuss the processes involved in feature engineering
Analyze how some techniques of feature engineering can be applied in the real world

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