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Data

Foundations of Feature Engineering

Master the basics of feature engineering by learning to clean, handle missing data, scale, and normalize datasets. Prepare raw data for transformation and analysis, setting a solid foundation for advanced data engineering tasks.

Pandas

Python

Scikit-learn

See path

4 lessons

18 practices

1 hour

Data Cleaning and Preprocessing

Course details

Introduction to Feature Engineering

Preview

Loading The Titanic Dataset

Exploring Dataset Structure

Peek at Your Data Preview

Customize Data Preview Settings

Understanding Numbers Through Statistics

Next Course: Shaping and Transforming Features

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