Real-World Machine Learning PDF Download

Real-World Machine Learning PDF
By:Henrik Brink,Joseph Richards,Mark Fetherolf
Published on 2016-03-02 by

In a world where big data is the norm and near-real-time decisions are crucial, machine learning (ML) is a critical component of the data workflow. Machine learning systems can quickly crunch massive amounts of information to offer insights and make decisions in a way that matches or even surpasses human cognitive abilities. These systems use sophisticated computational and statistical tools to build models that can recognize and visualize patterns, predict outcomes, forecast values, and make recommendations. Real-World Machine Learning is a practical guide designed to teach developers the art of ML project execution. The book introduces the day-to-day practice of machine learning and prepares readers to successfully build and deploy powerful ML systems. Using the Python language and the R statistical package, it starts with core concepts like data acquisition and modeling, classification, and regression. Then it moves through the most important ML tasks, like model validation, optimization and feature engineering. It uses real-world examples that help readers anticipate and overcome common pitfalls. Along the way, they will discover scalable and online algorithms for large and streaming data sets. Advanced readers will appreciate the in-depth discussion of enhanced ML systems through advanced data exploration and pre-processing methods. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

This Book was ranked at 17 by Google Books for keyword Computer Science AI Machine Learning Computers Technology.

Book ID of Real-World Machine Learning's Books is DoQAswEACAAJ, Book which was written byHenrik Brink,Joseph Richards,Mark Fetherolfhave ETAG "OyVp44NSKlA"

Book which was published by since 2016-03-02 have ISBNs, ISBN 13 Code is 9781617291920 and ISBN 10 Code is 1617291927

Reading Mode in Text Status is false and Reading Mode in Image Status is false

Book which have "400 Pages" is Printed at BOOK under CategoryComputers

Book was written in en

eBook Version Availability Status at PDF is falseand in ePub is false

Book Preview

Download Real-World Machine Learning PDF Free

Download Real-World Machine Learning Book Free

Download Real-World Machine Learning Free

Download Real-World Machine Learning PDF

Download Real-World Machine Learning Book

How to Download Real-World Machine Learning Book

How to Download Real-World Machine Learning

How to Download Real-World Machine Learning pdf

How to Download Real-World Machine Learning free

Free Download Real-World Machine Learning