Elementary AI: Tic Tac Toe with Adversarial Search
In a previous post in my Elementary AI series, I discussed an implementation of language modeling with Markov Chains. Continuing my efforts to stay sharp wit...
Recent posts
Exploring Embeddings in PyTorch
Working with text data or natural language data is very common in data science and machine learning, and this is broadly considered its own sub-field commonl...
Modeling Expected Points with the Poisson Distribution
Expected points (xP) in soccer as an analytics concept is fairly new, but it is growing in popularity in recent times, as of April 2023. The idea behind it a...
Comparing Probability Distributions with Kullback-Leibler (KL) Divergence
Probability distributions are ubiquitous in data science, and you will come across and use them in some form or fashion in almost everything you do in terms ...
Web Scraping in Practice
Web scraping is a common tool in a Data Scientist’s toolkit. Sometimes, data needed for a project will come in a structured format, whether it be stored in a...