Palestra: Spicing up your website with Machine Learning

Sala:

Dia da semana:

2:40pm - 3:30pm

You've seen many conference talks explaining machine learning algorithms, but are still unsure how can you use them in the real world? In this talk I’ll show how I used machine learning methods to improve the user experience in a .NET web application.

As an example, I’ll use the fssnip.net website which allows simple sharing of F# code samples. The website stores a lot of very useful code snippets, but the original version lacks any search capability, and organization of the samples is a complete mess. In the talk, I’ll walk you through a set of machine learning algorithms for text processing that you can use to improve the website and make the code samples more accessible and usable.

After this talk, you will not only better understand the principles behind several important machine learning algorithms – you will also have a good idea how you can use them in practice to build user-friendly web applications.

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