Learn how to serve models in simple and complex environments, see the difference between batch and online, sunset old models, use shadow and canary deployments, monitor the models for speed and latency and much, much more. This month we’ve asked our platforms to focus on DEMOS and CODE, which means less slides and more hands on.
Valohai, Modzy and Iguazio will give ten minute lightning talks and Seldon will deliver a one hour demo where they dive deep into their open source and enterprise platforms.
Welcome by Daniel Jeffries
Lightning Talk with Valohai
Juha Kiili with Senior Software Developer with gaming industry background shape-shifted into an MLOps product lead.
Lightning Talk with Modzy
Clayton Davis is the Head of Data Science at Modzy. He holds undergraduate and graduate degrees in Physics. Clayton has 15 years of experience developing solutions across the spectrum of Data Science from training deep learning neural nets, to building analytics for petabyte-level Spark clusters. At Modzy, he leads the development of model-agnostic insight and governance tools for data scientists, and oversees the development of open-source technology such as Chassis.ml.
Saumil Dave the Head of ML Engineering at Modzy and a core maintainer of chassis.ml, an open-source MLOps project. He leads Modzy’s ML engineering team in developing tools that make it easier and faster to get machine learning models into production. Saumil holds a Master of Science in Computer Science from the University of Southern California and a Bachelor of Science in Chemical Engineering from the University of California, Los Angeles
Lightning Talk with Iguazio
Brennan Smith with Sales Engineer at Iguazio, an Israeli startup providing an end-to-end MLOps platform. He lives in North Carolina and enjoys tangling with big data and big fish!
Main Talk with Ed Shee
Ed Shee Head of Developer Relations at Seldon will deliver a one-hour demo where he takes a deep into Seldon's open-source and enterprise platforms.