
Автор: Umesh R. Hodeghatta, Umesha Nayak
Издательство: Apress
Год: 2023
Страниц: 716
Язык: английский
Формат: pdf (true)
Размер: 34.8 MB
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. The book concludes with an overview of Big Data analytics, R and Python essentials for analytics including libraries such as Pandas and NumPy. For software professionals and developers, managers, and executives who want to understand and learn the fundamentals of analytics using R and Python.