Course is divided in to three segments.

1. Excel basics and advanced featured for quick analysis.
2. DATA SCIENCE USING SAS
1. • Introduction of SAS System & Architecture
   • History and Various Modules of SAS
   • Features of SAS
   • Variables & SAS Syntax Rules
   • SAS Data Sets
   • Data Set Options
   • Operators
   • Reading Raw Data
   • Infile Statement With Options
   • Working with External Files & Options
   • Multiple Observations
   • Input Styles
   • Select Statement
   • Leave and Continue Statements
   • Creating & Redefining Variables
   • Where Statement
   • If – Then Else Statement
   • Goto, Stop And Error Statements
   • Output Statement, Put Statement
   • Do Loops
   • Modifying And Combining Data Sets
   • Updating Master Data Set
   • Display Manager Commands
   • SAS Functions
   • An Introduction to Arrays and Array Processing
   • Overview Of Methods for Combining SAS Data Sets

   BASE SAS PROCEDURES

   • Proc Sort
   • Proc Print
   • Proc Means
   • Proc Freq
   • Proc Plot
   • Proc Chart
   • Proc Copy
   • Proc Summary
   • Proc Append
   • Proc Datasets
   • Proc Contents
   • Proc Delete
   • Proc Format
   • Proc Import
   • Proc Export

   Advanced SAS

   SAS/SQL

   • Introduction of SAS/ SQL
   • Features of SAS/SQL
   • Uses of SQL in SAS
   • Terminology of SAS/SQL
   • Data Types, Key Words, & Operators
   • Functions, Predicates
   • Formatting Output
   • Group by Clause
   • Order by Clause
   • Having Clause
   • Case Expression and Conditional Logic.
   • Creating, Populating & Deleting Tables
   • Alter Table Statement
   • Changing Column’s Length
   • Joins
   • Constraints
   • Renaming A Table & Columns
   • Views

   SAS/MACROS

   • Macro Concepts
   • Macros And Macro Variables
   • Creating Macro Variables
   • Using Macro Variables
   • Creating Modular Code With Macros
   • Invoking A Macro
   • Adding Parameters To Macros
   • Macros With Conditional Logic
   • Using Various Procedures In Macros
   • Automatic Variables
   • Macro Functions
   • Including External Macros

   SAS/ODS

   • Creating RTF File
   • Creating Html File
   • Creating PDF File

   SAS/GRAPH

   • Chart Procedure
   • Vertical, Horizontal, Pie
   • Group, Subgroups
   • Plot Procedure
   • Multiple Plots & Overlay
   • Symbol Statement
   • Title And Footnote Statements

   SAS/REPORTS

   • Frequency Report
   • One-Way Frequency Report
   • Cross Tabular Frequency Report
   • Summary Statistics
   • Creating a List Report
   • Define Statement
   • Order Usage and Group
   • Printing Grand Totals
   • Re-break Statement
   • Tabulate Procedure
   • One-Dimensional Tables
   • Two-Dimensional Tables
   • Obtaining A Total
   • Analysis Variables with options
   • Summary Statistics

   SAS/STAT

   • Proc Univariate
   • Proc Corr
   • Proc Reg
   • Proc Anova
3. Python
1. Python Basics and data structure
2. Regression, Segmentation, decision trees
3. Intro to Machine learning algorithms