Why Do Some Machine Learning Models Fail?

Big Data LDN 2019 | Why Do Some Machine Learning Models Fail? | Rafael Garcia-Dias
Course info
Level
Intermediate
Updated
Dec 13, 2019
Duration
27m
Table of contents
Why Do Some Machine Learning Models Fail?
Description
Course info
Level
Intermediate
Updated
Dec 13, 2019
Duration
27m
Description

Most Machine Learning (ML) talks present beautiful cases of success, but, in reality, ML models often fail to deliver the desired performance. It is not uncommon to see developers blaming certain ML models and even providing blacklists of ML models. In this talk, Rafael Garcia-Dias will provide some tips on choosing ML models and guide them through the path of finding a good solution. Rafael will also present two of his recent works that use machine learning in astrophysics and in neuroscience.

About the author
About the author

Big Data LDN is the UK’s largest data and analytics conference and exhibition.

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