Optional Certificate courses for AY 2021-22

Level – 2: Machine Learning using python

Name of the course: Machine Learning using python

Objective: The main objective of this course is to train students statistical and machine learning techniques using Python programming language

 Learning outcomes:

1.    Students will have an idea about various libraries of python which are used in machine learning

2.    Students will be able to visualize data using python

3.    Students will be learning the statistical distributions using python and be able to generate random numbers

4.    Students will be expected to have a good programming skill in python

5.    Students will be able to understand linear regression model in machine learning


Data Science and Machine Learning using Python I

Name of the course: Fundamentals of Data Science and Machine Learning

Objective: Data science and machine learning are already becoming integral to the financial industry and they promise to be even more so in the future. The main objective of this course is to provide knowledge in the field of Data science and machine learning for the undergraduate students.
 
Learning outcomes:
1.     Students will have an idea about the overview of data science: Real life applications
2.     Students will be able to have an understanding of the internal parts of a Computer.
3.     Students will be learning about the CRISP-DM process.
4.     Students will have a good understanding of the fundamental issues and challenges in Machine learning and modelling skills.
5.     Students will have thorough knowledge in data visualisation.
6.     Students will expertise in Data Cleaning.