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[Music] thank you all for coming early on a Monday morning at the beginning of the year I feel like this is extra yea extra early but yeah so Im Colin I work at Google brain and Im gonna be talking about a paper that we put on archive a couple months ago this was joint work with this amazing team who Im whose names are on this slide here and I should say that this is the first time that Im presenting these slides so if youre confused at any point or something seems unclear please stop me and ask a question because someone else is probably confused about the same thing and its probably my fault not yours so yeah stop me stop me at any time with questions and yeah great so at a high level today Ill be talking about transfer learning and then I assumed that many of the people in the room already familiar with with this stuff but Ill just mention this to begin with so and when I say transfer learning what I mean is usually starting by training our model in an unsupervised fashion