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Feature Engineering for Machine Learning

star 4.45  Beginner level 1.5 learning hrs 836 Learners
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Modules updated 07/2025

Feature Engineering for Machine Learning

star 4.45  Beginner level 1.5 learning hrs 836 Learners
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Skills you will gain

Introduction to Feature Engineering

Under sampling

Over sampling

Key Highlights

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About this course

Feature Engineering is to extract the features from the data and substitute them in the algorithms.This course will help you to understand the concept of upsampling, downsampling, SMOTE, etc. Also, the course will help you understand to build the model using logistic regression and make you understand the confusion matrix.

Course outline

Introduction to Feature Engineering

Concept of Undersampling and Oversampling

Hands-on exercise showing tuning of model

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Feature Engineering for Machine Learning

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1.5 Hours

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836 learners enrolled so far

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