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Machine Learning For Big Data : Hands On For Developers & Technical Professionals
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Machine Learning For Big Data : Hands On For Developers & Technical Professionals

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` 799 (12% off) ` 703

+ The price is inclusive of GST.
+ Free Shipping (for orders above `199).

Available for EXPRESS DELIVERY

Description

About the Book: Machine Learning for Big Data: Hands-on for Developers and Technical Professionals

The book presents a breakdown of each variant of machine learning, how it works and how it is used within certain industries. Also covered are various algorithm types (supervised, unsupervised and so on) during training phases of machine learning. The reader learns that with the right tools any developer or technology professional can glean information from their existing data. The book outlines the key types of machine learning, providing coded solutions for real world examples. There is a strong focus on data preparation and data cleaning, the core fundamental of machine learning. Each chapter includes how the code works and running examples. Coverage includes:

Languages for Machine Learning: Hadoop, Mahout, Weka

Planning for Machine Learning: Data Storage/Data Cleaning

Decision Trees: Types/Working Examples

Bayesian Networks: Types/Working Examples

Artificial Neural Networks: Types/Examples/Working Code

Association Rule Learning

Support Vector Machines: Coded Examples

Clustering

Machine Learning as Batch: Hadoop, Mahout, MapReduce: Examples

Learning in Real Time: RabbitMQ

Contents

Introduction

Chapter 1 What Is Machine Learning?

Chapter 2 Planning for Machine Learning

Chapter 3 Working with Decision Trees

Chapter 4 Bayesian Networks

Chapter 5 Artificial Neural Networks

Chapter 6 Association Rules Learning

Chapter 7 Support Vector Machines

Chapter 8 Clustering

Chapter 9 Machine Learning in Real Time with Spring XD

Chapter 10 Machine Learning as a Batch Process

Chapter 11 Apache Spark

Chapter 12 Machine Learning with R

Appendix A SpringXD Quick Start

Appendix B Hadoop 1.x Quick Start

Appendix C Useful Unix Commands

Appendix D Further Reading

The Tools of the Trade

Index

Details

Book: Machine Learning For Big Data : Hands On For Developers & Technical Professionals
Author:
ISBN-13: 9788126553372
Product Code EBK0357539
Binding: Paper Back
Publishing Date: 2017
Publisher: Wiley India Pvt.Ltd
Language: English

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