cover of the book Feature engineering made easy: identify unique features from your dataset in order to build powerful machine learning systems

Ebook: Feature engineering made easy: identify unique features from your dataset in order to build powerful machine learning systems

Author: Ozdemir Sinan, Susarla Divya

Tags: Big data, Electronic data processing, Machine learning
Year: 2018
Publisher: Packt Publishing
City: Birmingham;UK
Language: English
epub

06.02.2024

A perfect guide to speed up the predicting power of machine learning algorithms

About This Book

Design, discover, and create dynamic, efficient features for your machine learning application

Understand your data in-depth and derive astonishing data insights with the help of this Guide

Grasp powerful feature-engineering techniques and build machine learning systems

Who This Book Is 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.

What You Will Learn

Identify and leverage different feature types

Clean features in data to improve predictive power

Understand why and how to perform feature selection, and model error analysis

Leverage domain knowledge to construct new...

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