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Let’s Get Started…
Introduction about analytics
with SAS+R Programming.
RaviMandal3/26/2015
1
Modern Analytics Vs Traditional Analytics
Traditional Modern
Limited to descriptive summaries, e.g. top 10
customers
Support predictive and prescriptive model.
Assumptions and guess work built into forecast. Reliable calculation of percentage of confidence
(ARIMA forecast and similar)
Analysis performed on a sample of the data. Analysis performed of full data.
Broad assumptions and conclusions, limited
granularity.
Mass personalization-data granularity down to the
individual level.
RaviMandal3/26/2015
2
The Requirement for Modern Analytics
Talent
Tech
tools
RaviMandal3/26/2015
3
Mckinsey projects by 2018
There will be a shortage of
1.7 M professionals
With analytics expertise in the U.S. alone.
RaviMandal3/26/2015
4
The Talent : Project Users
0.0% 5.0% 10.0% 15.0% 20.0% 25.0% 30.0%
Line of Business Executives
Marketing Analytics,Finance Analytics(e.g Business Analysis)
Database Administration , Data Analysis(e.g IT analysis)
Data Scientists
External Users(e.g partners, Customers, service Providers)
Report writers and dashboard builders
Application Developers
Percentage of Projects(Approx)
RaviMandal3/26/2015
5
The Technology :EMA Hybrid Data Ecosystem
RaviMandal3/26/2015
6
What’s next after machine learning ?
RaviMandal3/26/2015
7
Data Mining ?
RaviMandal3/26/2015
8
Text Mining ?
RaviMandal3/26/2015
9
Best Practices : Breaking Down Data
RaviMandal3/26/2015
10
How do I achieve value from Modern Analytics
when the data, events and models are constantly
changing ?
RaviMandal3/26/2015
11
Best Practices : Using Modern Analytics to Data Business Value
Identify key
business objective
Define your value
chain
Brainstorm
Analytic Solutions
Prioritize Analytic
Solutions using
Decision Making
Create decision
model
Define analytic
Solutions via Day-
in-life Scenarios
Establish &
Communicate
analysis Roadmaps
Evolve your
Analytics
Roadmaps
Present as par
requirement
RaviMandal3/26/2015
12
What application fields can we use with
Modern Analytics ?
RaviMandal3/26/2015
13
What is your advice for a Business analyst
interested in building out modern analytics?
RaviMandal3/26/2015
14
How can real-time data preparation, model
training, etc. be done in SAS Analytic tool.
RaviMandal3/26/2015
15
How can real-time data preparation, model
training, etc. be done in R Programming.
RaviMandal3/26/2015
16
Overview Of SAS :
The SAS language is a
computer programming language used for
statistical analysis, originated by a project
at the North Carolina State University. It can
read in data from common spreadsheets
and databases and output the results of
statistical analyses in tables, graphs, and
as RTF, HTML and PDF documents. The
SAS language runs under compilers that
can be used on Microsoft Windows, Linux,
and various other UNIX and mainframe
computers.
RaviMandal3/26/2015
17
Continue…..
RaviMandal3/26/2015
18
3/26/2015RaviMandal
19
Continue…..
3/26/2015RaviMandal
20
Overview Of R language :
R is a programming language and software
environment for statistical computing and
graphics. The R language is widely used
among statisticians and data miners for
developing statistical software and data
analysis. Polls, surveys of data miners, and
studies of scholarly literature databases
show that R's popularity has increased
substantially in recent years.
RaviMandal3/26/2015
21
Continue…..
RaviMandal3/26/2015
22
http://www.r-project.org/
3/26/2015RaviMandal
23
Learn More
RaviMandal3/26/2015
24
Learn more at https://sasanalyst.wordpress.com/
Presented by
Ravi Mandal
RaviMandal3/26/2015

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Introduction about analytics with sas+r programming.

  • 1. Let’s Get Started… Introduction about analytics with SAS+R Programming. RaviMandal3/26/2015 1
  • 2. Modern Analytics Vs Traditional Analytics Traditional Modern Limited to descriptive summaries, e.g. top 10 customers Support predictive and prescriptive model. Assumptions and guess work built into forecast. Reliable calculation of percentage of confidence (ARIMA forecast and similar) Analysis performed on a sample of the data. Analysis performed of full data. Broad assumptions and conclusions, limited granularity. Mass personalization-data granularity down to the individual level. RaviMandal3/26/2015 2
  • 3. The Requirement for Modern Analytics Talent Tech tools RaviMandal3/26/2015 3
  • 4. Mckinsey projects by 2018 There will be a shortage of 1.7 M professionals With analytics expertise in the U.S. alone. RaviMandal3/26/2015 4
  • 5. The Talent : Project Users 0.0% 5.0% 10.0% 15.0% 20.0% 25.0% 30.0% Line of Business Executives Marketing Analytics,Finance Analytics(e.g Business Analysis) Database Administration , Data Analysis(e.g IT analysis) Data Scientists External Users(e.g partners, Customers, service Providers) Report writers and dashboard builders Application Developers Percentage of Projects(Approx) RaviMandal3/26/2015 5
  • 6. The Technology :EMA Hybrid Data Ecosystem RaviMandal3/26/2015 6
  • 7. What’s next after machine learning ? RaviMandal3/26/2015 7
  • 10. Best Practices : Breaking Down Data RaviMandal3/26/2015 10
  • 11. How do I achieve value from Modern Analytics when the data, events and models are constantly changing ? RaviMandal3/26/2015 11
  • 12. Best Practices : Using Modern Analytics to Data Business Value Identify key business objective Define your value chain Brainstorm Analytic Solutions Prioritize Analytic Solutions using Decision Making Create decision model Define analytic Solutions via Day- in-life Scenarios Establish & Communicate analysis Roadmaps Evolve your Analytics Roadmaps Present as par requirement RaviMandal3/26/2015 12
  • 13. What application fields can we use with Modern Analytics ? RaviMandal3/26/2015 13
  • 14. What is your advice for a Business analyst interested in building out modern analytics? RaviMandal3/26/2015 14
  • 15. How can real-time data preparation, model training, etc. be done in SAS Analytic tool. RaviMandal3/26/2015 15
  • 16. How can real-time data preparation, model training, etc. be done in R Programming. RaviMandal3/26/2015 16
  • 17. Overview Of SAS : The SAS language is a computer programming language used for statistical analysis, originated by a project at the North Carolina State University. It can read in data from common spreadsheets and databases and output the results of statistical analyses in tables, graphs, and as RTF, HTML and PDF documents. The SAS language runs under compilers that can be used on Microsoft Windows, Linux, and various other UNIX and mainframe computers. RaviMandal3/26/2015 17
  • 21. Overview Of R language : R is a programming language and software environment for statistical computing and graphics. The R language is widely used among statisticians and data miners for developing statistical software and data analysis. Polls, surveys of data miners, and studies of scholarly literature databases show that R's popularity has increased substantially in recent years. RaviMandal3/26/2015 21
  • 25. Learn more at https://sasanalyst.wordpress.com/ Presented by Ravi Mandal RaviMandal3/26/2015