Post Graduate Programme in AI & Machine Learning Syllabus 2026: Subjects, Specializations, and Semester-wise Syllabus

PGP in AI & Machine Learning syllabus covers AI fundamentals, programming, ML algorithms, deep learning, NLP, ethics, and practical projects.

Syllabus & Subject: PGP in AI & Machine Learning Course

The syllabus for a Post Graduate Program (PGP) in AI and Machine Learning is designed to provide students with a comprehensive understanding of artificial intelligence and machine learning technologies. It typically includes topics such as:

S.No	Subjects
1	Introduction to Regression
2	Mathematics Foundations
3	Model Building using Least squares
4	Overview of Feature Engineering
5	Dimensionality Reduction
6	Introduction to Unsupervised Learning, Clustering
7	Topic modelling using LDA
8	Introduction to Sentiment Analysis
9	Artificial Neural Network