beginner
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.
Earn a shareable
Certificate of Achievement
Verified skills you'll gain
INTERMEDIATE
Data Cleaning and Preprocessing
INTERMEDIATE
Data Ingestion and Extraction
Tools you'll use
Numpy
Pandas
Python
Scikit-learn