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Presentation: ML Mini workshop w/ Hien Luu

Track: Speaker AMAs (Ask Me Anything)

Location: Boardroom C

Duration: 4:10pm - 5:00pm

Day of week: Wednesday

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Abstract

Please bring a laptop to this session. We recommend taking a look at the following preparation steps in order to prepare for the workshop.

Machine Learning development is a highly iterative process that requires running many experiments to find the best performant model. It also requires a way to easily share the experiment results as well as to package data science code into a reusable and reproducible format.  This workshop will show how MLflow, an open-source project that is designed to simplifying the entire Machine Learning lifecycle, can help with solving the needs listed above.  It will start with a quick overview of MLflow and then follow with a hands-on example of how MLflow can help in the development of a simple Machine Learning application.

Speaker: Hien Luu

Engineering Manager @Linkedin focused on Big Data

Hien Luu is an engineering manager at LinkedIn and he is a big data enthusiast. He is particularly passionate about the intersection between Big Data and Artificial Intelligence. Teaching is one his passions and he is currently teaching Apache Spark course at UCSC Silicon Valley Extension school. He has given presentations at various conferences like QCon SF, QCon London, Hadoop Summit, JavaOne, ArchSummit and Lucene/Solr Revolution.

Find Hien Luu at

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