LIPSINDIA

Advanced Statistics & Statistical Inference

• Concept of statistics

• Probability concepts

• Distributions

• Hypothesis and testing

• Regression and allied concepts

Machine Learning

• Concepts in machine learning

• Linear Regression

• Classification problems

• Decision trees

• Supervised, Unsupervised learning

Python Programming

• Basics of Python Programming

• Analytics and Data Science in Python

• Backend for Data Science

• Front end for Data Science

Course Projects Portfolio

• Regression problem and optimization using ML algorithms

• Classification problem and optimization using ML algorithms

• Clustering problem