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A Beginner's Guide to Feature Engineering
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A Beginner's Guide to Feature Engineering

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A Beginner's Guide to Feature Engineering

Learn about the basics of feature engineering, its essential processes, and its role in machine learning.
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 it... 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.
COURSE PUBLISHER Digital PartnerDigital marketing and IT leaders

What You Will Learn In This Free Course

  • Define feature engineering, the way...
  • List the essential processes of fea...
  • Describe different techniques in fe...
  • Recognize some of the important too...
  • 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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