beginner
Feature Engineering for Beginners
Data
3 courses
57 practices
4 hours
Explore the essentials of feature engineering, from foundational techniques to advanced transformations. Learn feature selection and reduction techniques to enhance data quality, streamline workflows, and optimize model performance.
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Earn a shareable
Certificate of Achievement
Verified skills you'll gain
Badge for Data Cleaning and Preprocessing, Intermediate
INTERMEDIATE
Data Cleaning and Preprocessing
Badge for Data Ingestion and Extraction, Intermediate
INTERMEDIATE
Data Ingestion and Extraction
Tools you'll use
Numpy
Pandas
Python
Scikit-learn