Machine Learning, Big Data and Facebook
In this talk, we present a brief overview on the different applications of Machine Learning and Big Data within Facebook, with a focus in the Ads Ranking area.
We'll show how the decision of which ads to choose can be translated to a Machine Learning problem, what score can be chosen to rank the ads, and some details on the data, features and models used.
We also present some unique challenges given the scale of the problem.
Crush your Coding
Learn how to put your best foot forward at this Crush Your Coding Interview Workshop by Facebook. This presentation will cover:
- How to walk through an algorithm problem,
- How to brainstorm solutions,
- How to discuss the problem with your interviewer,
- How to write (and test) code on a whiteboard.
The talks will start at 2.15pm - we look forward to seeing you there!