Machine Learning for Web Developers

A session at PyGotham

  • Al Barrentine

Saturday 17th September, 2011

3:15pm to 4:45pm (EST)

Machine learning deals with a class of algorithms which improve and evolve as they process more data. It has wide-ranging applications in recommendations, search, spam/fraud detection, facial recognition and other areas.

The algorithms themselves will be covered but the real focus of this class is on how to use said algorithms in the web applications we work on every day. I'll try to keep the math and notation relatively light. Most of the algorithms you'll need to get started with machine learning are implemented for you in the various libraries. They comprise the "science" of machine learning and I hope you will decide to learn it, but mastering that material is a significant commitment of your time and mental energy (and has some additional prerequisites including a strong understanding of linear algebra). This class will focus on the "art" of machine learning, how to think about machine learning algorithms and integrate them into your web application.

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Al Barrentine

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PyGotham

United States United States, New York

16th17th September 2011

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When

Time 3:15pm4:45pm EST

Date Sat 17th September 2011

Short URL

lanyrd.com/shpmt

Official event site

pygotham.org

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