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machine learning

New Data Set: Changelists

October 12, 2015June 28, 2016 / Will Beason / Leave a comment

So I found a data set that I’ll find interesting. I’d like to optimize how quickly I can make changes to the Google codebase. I’ll have to ask internally about the extent of the information I’ll be able to share on this project, but here’s my plan. If I’m lucky, I may be able to share my anonymized data and data analysis code.

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Applied Machine Learning

September 27, 2015June 28, 2016 / Will Beason / Leave a comment

I do machine learning (ML) for a living, but I’ve never applied it to my everyday life. I sold my car when moving to the Bay Area so now I use buses for my commute to work and to get to and from San Francisco. I rarely have better than a 15 minute window of when I think I’ll arrive because bus schedules don’t often hold up to reality. We can use machine learning to change that.

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