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.