Introduction to Data Science

The module provides an overview of data science and its importance.

Basics for Data Analytics

The module provides an understanding on the types of data and different processes involved in data science such as identification of problem, development of hypothesis and collection of data.

Statistics for Data Analytics

The module provides insight on the various statistical tools used to analyse and present the data.

Probability and Probability Distribution

The module provides knowledge of different probability distribution with their application and working.

Inferential Statistics – basic techniques

The module deals with some of the basic techniques of inferential statistics.

Inferential Statistics – advanced techniques

The module deals with some advanced techniques of inferential statistics like logistic regression, decision trees, cluster analysis, and forecasting techniques like time series.