Feature Engineering Made Easy: Identify unique features from your dataset in order to build powerful machine learning systems

Feature Engineering Made Easy: Identify unique features from your dataset in order to build powerful machine learning systems9781787287600

Feature Engineering Made Easy: Identify unique features from your dataset in order to build powerful machine learning systems
by: Sinan Ozdemir - Divya Susarla
ISBN-10 书号: 1787287602
ISBN-13 书号: 9781787287600
Release Finelybook 出版日期: 2018-01-22
pages 页数: 316
Feature Engineering Made Easy: Identify unique features from your dataset in order to build powerful machine learning systems
A perfect guide to speed up the predicting power of Machine Learning Algorithms
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.
You will start with understanding your data—often the success of your ML models depends on how you leverage different feature types,such as continuous,categorical,and more,You will learn when to include a feature,when to omit it,and why,all by understanding error analysis and the acceptability of your models. You will learn to convert a problem statement into useful new features. You will learn to deliver features driven by business needs as well as mathematical insights. You’ll also learn how to use machine learning on your machines,automatically learning amazing features for your data.
By the end of the book,you will become proficient in Feature Selection,Feature Learning,and Feature Optimization.
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 features
Deliver features based on mathematical insights
Use machine-learning algorithms to construct features
Master feature engineering and optimization
Harness feature engineering for real world applications through a structured case study

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