**Unit I- Introduction to Data Analysis and R**

Introduction to Data Analysis

Fundamentals of Statistics

Introduction to R and R studies

Introduction and coding rules of R programming

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**Unit II- Descriptive statistics**

Descriptive statistics using R

Data pre-processing

Cross Tabulation

Probability Distribution

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**Unit III- Inferential Statistics through Hypothesis Tests**

Test of Hypothesis– Parametric test

Test of Hypothesis– Non-Parametric test

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**Unit IV- Predictive Analytics**

Regression & Analysis of Variance (ANOVA)

Modelling Non-linear Relations

Logistic Regression

Linear Discriminant Analysis

Quadratic Discriminant Analysis

Factor Analysis and Cluster Analysis

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**Unit V-Applied Techniques**

Multiple Response scoring methods

Market based Analysis

Time Series Analysis

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