A reinforcement learning approach to the game 2048, including manually coding the game and implementing a neural network to learn how to play. The second of a 3-part series (part 1 available here), detailing the math behind reinforcement learning.
A reinforcement learning approach to the game 2048, including manually coding the game and implementing a neural network to learn how to play successfully. The first of a 3-part series, covering the game itself and data logging.
Using restaurant data to target “at-risk” restaurants for a mailing campaign with the goal of encouraging better practices in advance of their next inspection.
A unsupervised approach to extracting core tokens from text (specifically the base of an ingredient description).
A detailed walk-through of the code and logic behind scraping recipes from Allrecipes.com.
