By Shailendra Kadre, Venkat Reddy Konasani
Practical company Analytics utilizing SAS: A Hands-on Guide indicates SAS clients and businesspeople the best way to research information successfully in real-life company eventualities.
The publication starts off with an creation to analytics, analytical instruments, and SAS programming. The authors—both SAS, records, analytics, and massive information experts—first convey how SAS is utilized in enterprise, after which tips to start programming in SAS by means of uploading info and studying how you can manage it. along with illustrating SAS easy services, you'll discover how every one functionality can be utilized to get the data you must enhance company functionality. every one bankruptcy bargains hands-on routines drawn from actual company events.
The booklet then presents an summary of information, in addition to guideline on exploring info, getting ready it for research, and trying out hypotheses. you are going to the best way to use SAS to accomplish analytics and version utilizing either simple and complicated options like a number of regression, logistic regression, and time sequence research, between different subject matters. The publication concludes with a bankruptcy on studying sizeable info. Illustrations from banking and different industries make the foundations and techniques come to life.
Readers will locate barely enough conception to appreciate the sensible examples and case reviews, which hide all industries. Written for a company IT and programming viewers that wishes to improve talents or input the analytics box, this e-book includes:
- More than two hundred examples and workouts, together with code and datasets for perform.
- Relevant examples for all industries.
- Case reviews that exhibit tips to use SAS analytics to spot possibilities, clear up complex difficulties, and chart a course.
Practical enterprise Analytics utilizing SAS: A Hands-on advisor gives you the instruments you want to achieve perception into the knowledge at your fingertips, are expecting enterprise stipulations for higher making plans, and make very good judgements. even if you're in retail, finance, healthcare, production, govt, or the other undefined, this ebook can assist your company bring up profit, force down expenses, increase advertising and marketing, and fulfill shoppers larger than ever prior to.
What you’ll learn
- Which are crucial instruments for appearing analytics
- How to application in SAS
- How to discover, validate, and fresh data
- How to appreciate and use easy statistical equipment and techniques
- How to forecast destiny price utilizing SAS
- How to construct predictive models
- Fundamentals of massive data
Who this booklet is for
This ebook is for IT execs who are looking to turn into enterprise or facts analysts, predictive modelers, facts scientists, social media analysts, great facts analysts, or BI analysts. it is also for someone who desires to holiday into info analytics or execs who are looking to extend their skills.
Table of Contents
Part One: fundamentals of SAS Programming for Analytics
Chapter 01 creation to enterprise Analytics and knowledge research Tools
Chapter 02: SAS Introduction
Chapter 03: SAS dealing with utilizing SAS
Chapter 04 : vital SAS services and Procs
Part : utilizing SAS for enterprise Analytics
Chapter 05 advent to Statistical Analysis
Chapter 06 easy Descriptive Statistics
Chapter 07 info Exploration, Validation, and information Sanitization
Chapter 08 trying out of Hypothesis
Chapter 09 Correlation and Linear Regression
Chapter 10 a number of Regression Analysis
Chapter eleven: Logistic Regression
Chapter 12: Time sequence research and Forecasting
Chapter thirteen: Introducing significant information Analytics
Read or Download Practical Business Analytics Using SAS: A Hands-on Guide PDF
Similar Data Mining books
Freemium Economics offers a realistic, instructive method of effectively enforcing the freemium version into your software program items through development analytics into product layout from the earliest levels of improvement. Your freemium product generates mammoth volumes of knowledge, yet utilizing that information to maximise conversion, improve retention, and bring profit could be difficult if you happen to do not totally comprehend the influence that small alterations may have on profit.
Placed Predictive Analytics into motion research the fundamentals of Predictive research and knowledge Mining via a simple to appreciate conceptual framework and instantly perform the thoughts discovered utilizing the open resource RapidMiner instrument. even if you're fresh to info Mining or engaged on your 10th venture, this ebook will enable you study info, discover hidden styles and relationships to help very important judgements and predictions.
Facts warehousing is among the preferred enterprise subject matters, and there’s extra to figuring out facts warehousing applied sciences than you could imagine. discover the fundamentals of information warehousing and the way it enables information mining and company intelligence with facts Warehousing For Dummies, 2d version. facts is maybe your company’s most crucial asset, so your info warehouse should still serve your wishes.
Facts Mining in Finance offers a finished assessment of significant algorithmic methods to predictive info mining, together with statistical, neural networks, ruled-based, decision-tree, and fuzzy-logic tools, after which examines the suitability of those ways to monetary info mining. The publication focuses particularly on relational info mining (RDM), that is a studying procedure in a position to research extra expressive principles than different symbolic ways.
Extra resources for Practical Business Analytics Using SAS: A Hands-on Guide