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 by
Difficulty Level
Intermediate
Completion Time
10h32m
Language
English
About Book
Who Is This Book For?
If you are a data science professional or a machine learning engineer looking to strengthen your predictive analytics model, then this book is a perfect guide for you. Some basic understanding of the machine learning concepts and Python scripting would be enough to get started with this book.
Feature Engineering Made Easy
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 10h32m total length
Introduction to Feature Engineering
Feature Understanding - What’s in My Data?
Feature Improvement - Cleaning Datasets
Feature Construction
Feature Selection
Feature Transformations
Automatic Construction of Features
Case Studies
Related Resources
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