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CASTEK - CENTER FOR ADVANCED SKILLS & TECHNOLOGIES

Course Curriculum

Introduction to Analytics
Analytics v/s Analysis
What is Analytics?
Popular Tools
Role of Data Scientist
Analytics Methodology
Problem Definition
Summarizing Data
Data Collection
Data Dictionary
Outlier Treatment
Statistical Concepts And Their Application In Business
Descriptive Statistics
Probability Theory
Tests of Significance
Non-parametric Testing
Basic Analytic Techniques - Using SAS
Introduction
Data Exploration
Data Visualization
Analytics
Predictive Modeling Techniques – Using SAS
Linear Regression
Logistic Regression
Cluster Analysis
Time Series Analysis
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