Free shipping on all orders over $79* Limited Time Only
Track My Order
Help Centre
Likes
My Wish ListsLogin / Join
Booktopia
Australia's local bookstore
Get Free Shipping on orders over $79
Practical Business Analytics Using R and Python : Solve Business Problems Using a Data-driven Approach - Umesh R. Hodeghatta
eTextbook alternate format product

Instant online reading.
Don't wait for delivery!

Practical Business Analytics Using R and Python

Solve Business Problems Using a Data-driven Approach

By: Umesh R. Hodeghatta, Umesha Nayak

Paperback | 4 April 2023 | Edition Number 2

At a Glance

Paperback

$84.99

or 4 interest-free payments of $21.25 with

 or 

Ships in 5 to 7 business days

This book illustrates how data can be useful in solving business problems. It explores various analytics techniques for using data to discover hidden patterns and relationships, predict future outcomes, optimize efficiency and improve the performance of organizations. You'll learn how to analyze data by applying concepts of statistics, probability theory, and linear algebra. In this new edition, both R and Python are used to demonstrate these analyses. Practical Business Analytics Using R and Python also features new chapters covering databases, SQL, Neural networks, Text Analytics, and Natural Language Processing.

Part one begins with an introduction to analytics, the foundations required to perform data analytics, and explains different analytics terms and concepts such as databases and SQL, basic statistics, probability theory, and data exploration. Part two introduces predictive models using statistical machine learning and discusses concepts like regression, classification, and neural networks. Part three covers two of the most popular unsupervised learning techniques, clustering and association mining, as well as text mining and natural language processing (NLP). The book concludes with an overview of big data analytics, R and Python essentials for analytics including libraries such as pandas and NumPy.

Upon completing this book, you will understand how to improve business outcomes by leveraging R and Python for data analytics.

What You Will Learn

  • Master the mathematical foundations required for business analytics
  • Understand various analytics models and data mining techniques such as regression, supervised machine learning algorithms for modeling, unsupervised modeling techniques, and how to choose the correct algorithm for analysis in any given task
  • Use R and Python to develop descriptive models, predictive models, and optimize models
  • Interpret and recommend actions based on analytical model outcomes







Who This Book Is For



Software professionals and developers, managers, and executives who want to understand and learn the fundamentals of analytics using R and Python.

You Can Find This Book In

Non-FictionComputing & I.T.Computer Programming & Software DevelopmentProgramming & Scripting LanguagesComputer ScienceArtificial IntelligenceMachine LearningAlgorithms & Data StructuresDatabases

More in Databases

Python All-in-One For Dummies : 3rd Edition - John C. Shovic

Python All-in-One For Dummies

3rd Edition

Paperback

RRP $74.95

$55.75

26%
OFF
Database Systems : A Practical Approach - Mitchell Penn

Database Systems

A Practical Approach

Hardcover

$453.75

Tools and Applications of Data Mining - Richard Vincent

Tools and Applications of Data Mining

Hardcover

$453.75

Big Data Analytics : A Practical Guide - Candy Walken

Big Data Analytics

A Practical Guide

Hardcover

$413.75

This product is categorised by