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Practical Business Analytics Using R and Python: Solve Business Problems Using a

Description: Title: Practical Business Analytics Using R and Python: Solve Business Problems Using a Data-Driven Approach Author: Hodeghatta, Umesh R. Publisher: Apress Binding: Paperback Pages: 706 Dimensions: 10.00h x 7.00w x 1.47d Product Weight: 2.76 lbs. Language: English ISBN: 9781484287538 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 LearnMaster 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.   Ships Fast From The USA! Authorized Dealer

Price: 54.99 USD

Location: Milwaukee, Wisconsin

End Time: 2024-11-03T17:46:28.000Z

Shipping Cost: 9.95 USD

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Practical Business Analytics Using R and Python: Solve Business Problems Using a

Item Specifics

Restocking Fee: No

Return shipping will be paid by: Seller

All returns accepted: Returns Accepted

Item must be returned within: 30 Days

Refund will be given as: Money Back

Book Title: does not apply

MPN: does not apply

Number of Pages: Xxv, 706 Pages

Publication Name: Practical Business Analytics Using R and Python : Solve Business Problems Using a Data-Driven Approach

Language: English

Publisher: Apress L. P.

Publication Year: 2023

Subject: Intelligence (Ai) & Semantics, Economics / General, Databases / General, Programming Languages / Python

Item Weight: 48.3 Oz

Type: Textbook

Item Length: 10 in

Author: Umesha Nayak, Umesh R. Hodeghatta

Subject Area: Computers, Business & Economics

Item Width: 7 in

Format: Trade Paperback

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