Presentation: Metadata & Lineage Management for Machine Learning

Track: Predictive Architectures in the Real World

Day of week: Tuesday

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Presentation details to follow. 

Speaker: Juliet Hougland

Data Platform Engineering Manager @StitchFix

Data scientist and engineer with expertise in computational mathematics and years of hands-on machine learning and big data experience. Regular worldwide keynote and invited speaker. For many years Juliet has been a contributor to the open source community working on projects such as Apache Spark, Scalding, and Kiji.

Find Juliet Hougland at

2019 Tracks

  • Groking Timeseries & Sequential Data

    Techniques, practices, and approaches around time series and sequential data. Expect topics including image recognition, NLP/NLU, preprocess, & crunching of related algorithms.

  • Deep Learning in Practice

    Deep learning use cases around edge computing, deep learning for search, explainability, fairness, and perception.