Introduction to Algorithms and Machine Learning [pdf]
From 2020-23 I taught at a highly accelerated math program in Pasadena, CA and was given the opportunity to develop and teach a quantitative computer science track for participating 10th-12th graders who had an interest in CS.
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I created two interactive web experiences to learn ML
trybackprop.comTwo React powered interactive playgrounds to learn linear algebra and its application to embeddings
A C++ implementation of a Multilayer Perceptron (MLP) neural network using Eigen, supporting multiple activation and loss functions, mini-batch gradient descent, and backpropagation for training.
Since the beginning of the pandemic in 2020 I have been recording my university lectures for all of my courses and posting them online for free for anyone to watch.
An AI tutors that teaches AI
vivaverbalis.comTo showcase what the platform can do, I've created a voice-based AI tutor for Stanford's famous CS229 Machine Learning course.
Procal
github.comA simple Qt-based programming calculator