Long Nguyen

Resources and online courses for Math and Computer Science.

The picture above is the Mandelbrot set. I've written an accessible post about it with some animations here.

Some of my learning resources can be found on Youtube.

Learning Resources

Short Courses

An Introduction to Python

This course teaches the fundamentals of Python. Many of the courses on this site utilizes Python.

An Introduction to the Discrete Fourier Transform

This course explains the math behind the Discrete Fourier Transform and illustrates its utility through analyzing and manipulating audio files in Python.

Image Recognition with Neural Networks

This 6-lecture course walks through the implementation of a Python program that recognizes handwritten digits from scratch, without using any autograd libraries. All of the resources can be found here.

AP Computer Science Curriculum

AP Computer Science Principles

The full curriculum for AP Computer Science Principles can be found here.

AP Computer Science A

The full curriculum for AP Computer Science A can be found here.