Скачать или смотреть 1-Hour Machine Learning Challenge: Predicting Wine Quality

Predicting wine quality is a famous machine learning problem. Not only is it a technical challenge, but it is also a philosophical challenge, "Can machines predict subjective, personal judgments?" From a business perspective, if you can predict what makes a wine "high quality", then you can control your wine-making process to produce better-quality wines.

As part of the Data Science Bootcamp on my channel (and that I guide in person at the Community College of Aurora), I challenged participants to beat my accuracy score on this famous problem. To challenge myself (and give data science neophytes a fair chance), I restricted myself to Sci-kit Learn...and do it all in only one hour.

This is my one-hour solution to predicting wine quality from data. If you watch the video, you can see my thought process, how I approach problem-solving when there is no time to think about problem-solving. It was an incredibly difficult challenge and one that taught me a lot about myself, too.

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