Category: Uncategorized
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The Modern Stack of ML Infrastructure
We recently wrote an essay for O’Reilly Radar about the machine learning deployment stack and why data makes software different. The questions we sought to answer were: Why does ML need special treatment in the first place? Can’t we just fold it into existing DevOps best practices? What does a modern technology stack for streamlined […]
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Fireside chat #2: Teaching Practical Machine Learning
We’re super excited to be having our second fireside chat. Check out the details below and you can register for it here. Goku Mohandas, founder of Made with ML, has worked on machine learning and product at a large company (Apple), a startup in the oncology space (Ciitizen), and has run his own startup in […]
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Fireside chat #1: How to Produce Sustainable Business Value with Machine Learning
Hilary Parker, a data scientist and independent consultant who has worked at Stitch Fix, Etsy, and as a data science product manager for the 2020 Biden for President Campaign, joins Hugo Bowne-Anderson and Outerbounds to talk about product management (PM) for products powered by machine learning (ML) and how to produce sustainable business value with ML.
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Excited to join Metaflow and Outerbounds
I’ve devoted a large part of my career so far to helping scientists do better science and I want to double down on that. This was initially a result of working in basic scientific research at the intersection of biology, physics, and mathematical modeling. At both the Max Planck Institute (MPI) for Cell Biology in Dresden, Germany (2011-2013), and Yale University (2013-2016), I worked in biology labs with experimentalists, who were generating increasingly large and complex datasets.