755: Brewing Beer with A.I., with Beau Warren
Super Data Science: ML & AI Podcast with Jon Krohn
00:00
Brewing Beer with AI: From Genetic Algorithms to Unique Flavors
The chapter explores using genetic algorithms in brewing beer, discussing the effectiveness of tools like T-POT and PyCarrot for model training. It delves into finding the best models for beer brewing through AutoML algorithms like XGBoost and ADA, resulting in the creation of a highly rated collaboration lager. The use of AI in selecting ingredients, flavor combinations, and the unique brewing process with Maris Otter and large hop additions is highlighted, leading to an innovative and successful beer outcome.
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Transcript
