A step-by-step tutorial on how to deploy FastAPI server using AWS Lambda. Covers containerizing FastAPI server, pushing to AWS ECR, managing AWS configurations, and deploying to AWS Lambda
Data transformation is key to effective machine learning. This post explores essential techniques in dealing with numerical data: normalization (linear, Z-score, log, clipping) and binning along with their pros and cons.
Elo python package to simulate matches between players, and compare their elo ratings after each match. You can use it to simulate rankings of Chess players.