A 24 hour online Live Lecture based course entitled “Basics of Machine Learning” was conducted by Prof. Jaya Gupta from 03-07-2021 to 08-07-2021 and is available on Apsit Skills LMS as part of Apsit Skills Internship programme. The course focuses on basic concepts of supervised and unsupervised machine learning and implementation of supervised and unsupervised machine learning algorithms using sklearn. Total 137 participants enrolled for the course.

Course Learning Outcomes

Students can,

1. Understand the fundamental concepts of machine learning.
2. Learn the fundamentals of some of the most widely used Python packages; including NumPy, Pandas, Matplotlib and then apply them to Data Analysis and Data Visualization.
3. Apply Supervised Learning such as Linear Regression , Logistic Regression, Naïve Bayes, decision tree classifier to measure fit and performance of the model.
4. Apply Unsupervised Learning to find the solution of real-world problems.