CRASH COURSES
ANALYTICS BASE
ADVANCED ANALYTICS
BASE ANALYTICS WITH R
ADVANCED ANALYTICS WITH R
BASE ANALYTICS WITH SPSS
ADVANCED ANALYTICS WITH SPSS
BASE ANALYTICS WITH SAS
ADVANCED ANALYTICS WITH SAS
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BASE ANALYTICS WITH SAS
Syllabus for Base Analytics with SAS
Data Structures
  • Introduction to SAS interface and library structure and definition
  • Reading data using Datalines and importing and exporting datasets
  • Infiles statement - reading raw data
  • Formats and Informats
  • Variable attributes and data modification using Data and Set statements
Data Management
  • Using conditional statements to modify data - Where, If and Nested IF
  • Appending and Merging datasets
  • SAS Functions for data manipulation
  • Loops and Arrays in SAS
Report Generation
  • Basic Proc steps - like Proc Contents
  • Proc Format, Proc Report and Proc Tabulate
  • Proc steps for basic statistics - like ProcUnivariate and Proc Means
Base Analytics With SAS
Introduction to Analytics
  • What is Analytics?
  • Role of Data Scientist
  • Analytics Methodology
  • Problem Definition
Statistical Concepts and their Application in Business
  • Descriptive Statistics
  • Probability Theory
  • Tests of Significance
  • Non-parametric testing
  • Corelation
  • Linear Regression
Basic Analytic Techniques - Using the Language of SAS
  • Introduction
  • Data Exploration
  • Data Preparation
  • Data Visualization
  • Analytics

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