Schedule

Announcements


Content

About

Welcome to the course on AI/ML Lab! This comprehensive and engaging course explores the various methods of designing and implementation of AI and Machine Learning models in the areas of image processing,speech processing,NLP and game playing.You will also learn about how to develop applications with AI/ML development board/kits.

Syllabus


Course Materials

Course slides/Resources will be posted here shortly after each class.

Week Description Tutorial
Week 1 Course Inroduction:Model Deployment [Tutorial Link]
Week 2 Audio-speech Tutorial [Tutorial Link]
[Audio Link]
Week 3 Android_Speech_Recognition:Using TensorflowLite [Tutorial Link]
Week 4 Add NLP to Voice assistant [Tutorial Link]
[Slide]
Week 5 LLM for Mobile [Tutorial Link]
[Notebook]
Week 6 Introduction to Game Development [Tutorial Link]
Week 7 Proximal Policy Optimization(PPO) [Tutorial Link]
Week 6 Assignment Assignment [Assignment Link]
Week 9 Face Recognition [Tutorial Link]
Week 10 AI with Robotic Car [Tutorial Link]
Week 11 AI with Robotic Car---Continuation [Tutorial Link]