Introduction to Calculus for Machine Learning

This course was a fantastic introduction to the world of calculus. Professor Konan has a real passion for the subject that shows in his lectures. He doesn't just write formulas on the board; he explains the why behind them, often using practical examples from physics and engineering that made the concepts click.

The material starts with the theory of limits, which can be a bit abstract, but it builds the foundation for everything that follows. The sections on derivatives and integrals were the core of the course. The workload is serious – the weekly problem sets (devoirs) are long and demand a lot of time, but they are the absolute best preparation for the exams. Don't skip them or copy them; doing them yourself is how you learn.