### Study Materials:

**Top 10 Reasons to Learn Data Science**## Introduction of Data Analyst

## Data and Statistics

## Measures of Central Tendency and Dispersion

## Random Variables and Probability Distribution

## Inferential Statistics

## Inferential Statistics - Single sample tests

## Inferential Statistics-Two sample tests

## Type 1 and Type 2 Errors

## Confidence Intervals

## Inferential Statistics-ANOVA and TOI

## Introduction of Regression

## Regularization/Coefficients Shrinkage

## Data Modelling and Algorithmic Modelling Approaches

## Ordinary Least Squares (OLS)

## Clustering Analysis

## Association Rule Mining

## Introduction to Experimentation and Active Learning

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