Teaching

Courses I have taught:

• Intro to Computer Science
• Calculus based Phyiscs I, II, III
• Algebra based Physics I, II, III
• Statistical Mechanics
• Quantum Mechanics
• Numerical Methods
• Numerical Methods for Data Science

Here are some of my notes.

Waves and Oscillations

Here are some class notes for my Waves and Oscillations course:

• Traveling Waves
• Modes on a String
• Sound Mathematics
• Doppler Shift
• Double Slit

Numerical Methods for Machine Learning

This is a graduate-level course focused on numerical optimization techniques used in modern machine learning. The course covers methods applied to models such as linear and logistic regression, LASSO regression, and neural networks.

A quick note: The lecture notes below are a work in progress—like just about everything I do.

You can find the current version of the class notes here.