R Machine Learning By Example

By 作者: Raghav Bali - Dipanjan Sarkar

ISBN-10 书号: 1784390844

ISBN-13 书号: 9781784390846

Release Finelybook 出版日期: 2016-03-31

Pages 页数: 340

Understand the fundamentals of machine learning with R and build your own dynamic algorithms to tackle complicated real-world problems successfully

About This Book

Get to grips with the concepts of machine learning through exciting real-world examples

Visualize and solve complex problems by using power-packed R constructs and its robust packages for machine learning

Learn to build your own machine learning system with this example-based practical guide

Who This Book Is For

If you are interested in mining useful information from data using state-of-the-art techniques to make data-driven decisions, this is a go-to guide for you. No prior experience with data science is required, although basic knowledge of R is highly desirable. Prior knowledge in machine learning would be helpful but is not necessary.

What You Will Learn

Utilize the power of R to handle data extraction, manipulation, and exploration techniques

Use R to visualize data spread across multiple dimensions and extract useful features

Explore the underlying mathematical and logical concepts that drive machine learning algorithms

Dive deep into the world of analytics to predict situations correctly

Implement R machine learning algorithms from scratch and be amazed to see the algorithms in action

Write reusable code and build complete machine learning systems from the ground up

Solve interesting real-world problems using machine learning and R as the journey unfolds

Harness the power of robust and optimized R packages to work on projects that solve real-world problems in machine learning and data science

In Detail

Data science and machine learning are some of the top buzzwords in the technical world today. From retail stores to Fortune 500 companies, everyone is working hard to making machine learning give them data-driven insights to grow their business. With powerful data manipulation features, machine learning packages, and an active developer community, R empowers users to build sophisticated machine learning systems to solve real-world data problems.

This book takes you on a data-driven journey that starts with the very basics of R and machine learning and gradually builds upon the concepts to work on projects that tackle real-world problems.

You'll begin by getting an understanding of the core concepts and definitions required to appreciate machine learning algorithms and concepts. Building upon the basics, you will then work on three different projects to apply the concepts of machine learning, following current trends and cover major algorithms as well as popular R packages in detail. These projects have been neatly divided into six different chapters covering the worlds of e-commerce, finance, and social-media, which are at the very core of this data-driven revolution. Each of the projects will help you to understand, explore, visualize, and derive insights depending upon the domain and algorithms.

Through this book, you will learn to apply the concepts of machine learning to deal with data-related problems and solve them using the powerful yet simple language, R.

Style and approach

The book is an enticing journey that starts from the very basics to gradually pick up pace as the story unfolds. Each concept is first defined in the larger context of things succinctly, followed by a detailed explanation of their application. Each topic is explained with the help of a project that solves a real real-world problem involving hands-on work thus giving you a deep insight into the world of machine learning.

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