ADVANCED ANALYTICS COURSE
Syllabus for ADVANCED ANALYTICS INCLUDING BASE MODULE
Introduction to Data
Exploratory data Analysis (EDA)
Descriptive Statistics of the variables
Introduction to Probability and Theoretical Distributions
Introduction to Sampling and Sampling Distribution
Problem of Estimation and Testing of Hypothesis
t-Tests , Chi square Tests and Analysis of Variance
Correlation
Linear and Multiple Regression
Logistic Regression
Segmentation techniques: Cluster Analysis
Factor Analysis
Introduction to Time Series Analysis
Syllabus for ADVANCED ANALYTICS WITHOUT BASE MODULE
Multiple Regression
Logistic Regression
Segmentation techniques: Cluster Analysis
Factor Analysis
Introduction to Time Series Analysis