End-to-End Data Science with SAS

1st Edition

A Hands-On Programming Guide

James Gearheart
eISBN-13: 9781642958065

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Learn data science concepts with real-world examples in SAS!


End-to-End Data Science with SAS: A Hands-On Programming Guide provides clear and practical explanations of the data science environment, machine learning techniques, and the SAS programming knowledge necessary to develop machine learning models in any industry. The book covers concepts including understanding the business need, creating a modeling data set, linear regression, parametric classification models, and non-parametric classification models. Real-world business examples and example code are used to demonstrate each process step-by-step.


Although a significant amount of background information and supporting mathematics are presented, the book is not structured as a textbook, but rather it is a users guide for the application of data science and machine learning in a business environment. Readers will learn how to think like a data scientist, wrangle messy data, choose a model, and evaluate the models effectiveness. New data scientists or professionals who want more experience with SAS will find this book to be an invaluable reference. Take your data science career to the next level by mastering SAS programming for machine learning models.

Additional resources for this book can be found by accessing the link below.

Sold By SAS Institute
ISBNs 9781642958065, 9781642958041, 9781642958058, 9781642958089
Publish Year 2020
Language English
Number of Pages 380
Edition 1st
Website support.sas.com/gearheart