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Practical Business Analytics Using R and Python: Solve Business Problems Using a Data-Driven Approach
Paperback
Publisher Price: $59.99
ISBN13: 9781484287538
Publisher: Apress
Published: Apr 4 2023
Pages: 706
Weight: 2.76
Height: 1.47 Width: 7.00 Depth: 10.00
Language: English
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.
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.
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