One Month Winter Internship | Certificate Course on

Machine Learning using Python Programming

Commencement Date: December 18, 2024

Time: 06:30 PM-08:00 PM

Total Course Hours: 30

Last Date of Registration: December 16, 2024

Course Content:

Module 1                                                                                          

Python history and introduction, Python data types, Python operators, Python control flow, Python list, Python tuple, Python set, Python dictionary, Python functions, Object-oriented programming in Python.

 Module 2                                                             

Python numpy array, Python pandas, Random numbers in Python, Data distribution, Python matplotlib-display of data.

 Module 3                                                     

Introduction to Machine Learning, Applications of Machine Learning, Supervised vs Unsupervised Learning, Python libraries suitable for Machine Learning, Linear Regression, Non-linear Regression, variance, mean, median, mode, Model evaluation methods.

 Module 4                                  

Classification, K-Nearest Neighbour, Decision Trees, Random Forest, Logistic Regression, Support Vector Machines, Unsupervised Learning, K-Means Clustering, Model Evaluation.                                                  

PROJECTS AND ASSIGNMENTS

Link of registration:

https://forms.gle/8hQYFNHTnFmxyudx9