Writing

Notes on machine learning, lectures I taught, and small Python tools.

2024
Feb 26
ML: Hand Calculation of Forward Pass and Backpropagation in Feedforward Neural NetworksAI&ML · FNN
Hand Calculation of Backpropagation of a simple FNN
2023
Sep 16
Foundations of DA & ML - Lec 1.1 KNNAI&ML · Lecture
Introduction of ML
Sep 12
Foundations of DA & ML - Lec 1.0 IntroAI&ML · Lecture
Introduction of ML
May 08
Can AI speed up NLPAI&ML · NLP
AI for NLP
2022
Jun 10
A Simple Python Memory Usage ProfilerPython
python profiler