1.

Record Nr.

UNINA9910300756803321

Autore

Gupta Deepti

Titolo

Applied Analytics through Case Studies Using SAS and R : Implementing Predictive Models and Machine Learning Techniques  / / by Deepti Gupta

Pubbl/distr/stampa

Berkeley, CA : , : Apress : , : Imprint : Apress, , 2018

ISBN

9781484235256

1484235258

Edizione

[1st ed. 2018.]

Descrizione fisica

1 online resource (XX, 404 p. 99 illus.)

Disciplina

519.502855369

Soggetti

Big data

Open source software

Computer programming

Mathematical statistics

Business mathematics

R (Computer program language)

Big Data

Open Source

Probability and Statistics in Computer Science

Business Mathematics

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di bibliografia

Includes bibliographical references.

Nota di contenuto

Chapter 1: Role of Analytics in Various Industries -- Chapter 2: Banking Case Study with Analytical Solutions -- Chapter 3: Retail Case Study with Analytical Solutions -- Chapter 4: Telecommunication Case Study with Analytical Solutions -- Chapter 5: Healthcare Case Study with Analytical Solutions -- Chapter 6: Airline Case Study with Analytical Solutions -- Chapter 7: FMCG Case Study with Analytical Solutions. .

Sommario/riassunto

Examine business problems and use a practical analytical approach to solve them by implementing predictive models and machine learning techniques using SAS and the R analytical language. This book is ideal for those who are well-versed in writing code and have a basic understanding of statistics, but have limited experience in



implementing predictive models and machine learning techniques for analyzing real world data. The most challenging part of solving industrial business problems is the practical and hands-on knowledge of building and deploying advanced predictive models and machine learning algorithms. Applied Analytics through Case Studies Using SAS and R is your answer to solving these business problems by sharpening your analytical skills. .