Teaching Material

We internally share most of the teaching materials in Moodle for our courses. I am sharing some of my prepared materials here, too.

Machine Learning

For our undergraduate Machine Learning courses I have prepared materials on some of the machine learning techniques e.g, Decision Trees,, Linear and Logistic Regression, Neural Networks, and CNN. I have also given talks and tutorials in Green University, Bangladesh and Samsung R&D Bangladesh on WEKA and CNN, respectively. The materials can be found here.

Artificial Intelligence Sessional

Solving “Flood-It” using A* search. Google Drive Link
Solving the Travelling Salesman Problem using local search techniques. Google Drive Link
Implementation of Alpha-Beta pruning based AI agents for two player games. Google Drive Link

Microcontrollers Sessional

I extensively use google to find resources while preparing the materials and I try to acknowledge the sources I use. However, by mistake I might have missed some references. If you see any such unacknowledged reference, please let me know. Thanks.