Master Business Leadership with our Online MBA
Credits
4 Credit Hours
Duration
16 Weeks
Semester
Fall 2025
Level
UG Elective
Course Registration
4
Credit Hours
78% of 60 seats filled
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Gain practical business skills, real-world expertise, & strategic insights from a NAAC A++ accredited Jesuit institution.
Understand supervised and unsupervised learning paradigms
Implement ML algorithms from scratch using NumPy and scikit-learn
Evaluate model performance using industry-standard metrics
Apply ML to real-world datasets and interpret results
Design and present a complete ML pipeline as a capstone project
Mathematical Foundations: Linear Algebra & Probability
Supervised Learning: Regression & Classification
Model Evaluation, Bias-Variance & Regularisation
Unsupervised Learning: Clustering & Dimensionality Reduction
Neural Networks & Deep Learning Intro
Capstone Project Presentations
Everything students commonly ask before registering.
No. A solid foundation in Python and basic statistics is sufficient to begin this course.
Your Instructor
Dr. Priya Nair
Associate Professor
Ph.D from IISc Bangalore. 12+ years in ML research and industry consulting. Former data scientist at Infosys AI Lab.
Class Schedule
Days
Monday & Wednesday
Time
10:00 AM – 11:30 AM
Venue
CS Block, Lab 204
Mode
Hybrid
Duration
16 Weeks
Course Snapshot
4
Credits
60
Total Seats
47
Enrolled
13
Available
Topics Covered