Book

Feature Engineering Made Easy

Feature engineering is the most important step in creating powerful machine learning systems. This book will take you through the entire feature-engineering journey to make your machine learning much more systematic and effective.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
10h32m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 10h32m total length

1. Introduction to Feature Engineering
2. Feature Understanding - What’s in My Data?
3. Feature Improvement - Cleaning Datasets
4. Feature Construction
5. Feature Selection
6. Feature Transformations
7. Automatic Construction of Features
8. Case Studies

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