Description: Further DetailsTitle: Practical Business Analytics Using R and PythonCondition: NewSubtitle: Solve Business Problems Using a Data-driven ApproachEAN: 9781484287538ISBN: 9781484287538Edition: 2nd ed.Publisher: APressFormat: PaperbackRelease Date: 04/04/2023Description: 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 analyticsUnderstand 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 taskUse R and Python to develop descriptive models, predictive models, and optimize modelsInterpret 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.Language: EnglishCountry/Region of Manufacture: USItem Height: 254mmItem Length: 178mmAuthor: Umesh R. Hodeghatta, Umesha NayakGenre: Computing & InternetRelease Year: 2023 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
Price: 62.42 USD
Location: GU14 0GT
End Time: 2024-11-13T23:02:11.000Z
Shipping Cost: 0 USD
Product Images
Item Specifics
Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 30 Days
Refund will be given as: Money back or replacement (buyer's choice)
Return policy details:
Book Title: Practical Business Analytics Using R and Python
Title: Practical Business Analytics Using R and Python
Subtitle: Solve Business Problems Using a Data-driven Approach
EAN: 9781484287538
ISBN: 9781484287538
Edition: 2nd ed.
Release Date: 04/04/2023
Release Year: 2023
Country/Region of Manufacture: US
Item Height: 254mm
Genre: Computing & Internet
Number of Pages: Xxv, 706 Pages
Language: English
Publication Name: Practical Business Analytics Using R and Python : Solve Business Problems Using a Data-Driven Approach
Publisher: Apress L. P.
Subject: Intelligence (Ai) & Semantics, Economics / General, Databases / General, Programming Languages / Python
Publication Year: 2023
Type: Textbook
Item Weight: 48.3 Oz
Subject Area: Computers, Business & Economics
Author: Umesha Nayak, Umesh R. Hodeghatta
Item Length: 10 in
Item Width: 7 in
Format: Trade Paperback