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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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ADVANCED ANALYTICS WITH SAS
Syllabus for Advanced SAS Course
Proc SQL
  • Introduction to SQL - basic DBMS and RDBMS concepts
  • Using SQL Procedures in SAS
  • Using conditional statements in SQL and aggregate functions
  • Data manipulation using Proc SQL
SAS Macros
  • Introduction to Macros
  • Local and Global declarations
  • Using built-in macro procedures and functions
Introduction to Analytics
  • What is Analytics?
  • Role of Data Scientist
  • Analytics Methodology
  • Problem Definition
Predictive Modeling Techniques
  • Linear Regression
  • Logistic Regression
  • Cluster Analysis
  • Time Series Analysis
Statistical Concepts and their Application in Business
  • Descriptive Statistics
  • Probability Theory
  • Tests of Significance
  • Non-parametric testing
Basic Analytic Techniques - Using the Language of SAS
  • Introduction
  • Data Exploration
  • Data Preparation
  • Data Visualization
  • Analytics

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