Foundations of Feature Engineering | CodeSignal Learn
Data
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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
Badge for Data Cleaning and Preprocessing,
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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