Posts
Logistic Regression: A Probability Theoretic Approach
3/9/2025
A derivation of logistic regression using probability theory.
Python-Based AWS Lambda Setup with Docker
8/11/2024
A quick guide to deploying a Python-based AWS Lambda function
Empirical Risk Minimization: Part 1
5/27/2024
A non-mathematical, intuition-based discussion of supervised machine learning.