My Courses

This semester I am taking Machine Learning (CSE - 475) and ML-Lab (CSE - 476). My lectures comprises of the following topics:

• Introduction to Machine learning

• The Concept of Learning in an ML System

• Learning Models and their Differences

• Entropy, Information Gain and Decision Tree

• Statistical Learning using LSE with Intercept

• Classification using k-NN Algorithm

• Naïve Bayes Classifier and its Application

• Clustering Algorithms for Unsupervised Learning

• Artificial Neural Network and Learning in MLP-BP ANN

• Genetic Algorithm and Its Application

I have taken the following courses in my department:

• Structured Programming Language (C) (CSE - 133)

• Algorithm Design and Analysis (CSE - 237)

• Object Oriented Programming Language (Java) (CSE - 233)

• Database System Design (CSE - 333)

• Software Engineering (CSE - 331)

• Management Information System (CSE - 369)

• Theory of Computation (CSE - 259)

• Compiler Construction (CSE - 439)

• Artificial Intelligence (CSE - 433)

• Machine Learning (CSE - 475)