How to build a MLOps platform
Details
đź’ĄThis is our second meetup for 2021đź’Ą
In this talk Pavlos Mitsoulis will talk to us about the exciting new field of MLOps which bridges the gap between model development and deployment.
Grab your beer 🍺 at home and join us virtually through the zoom link. We look forward to seeing you there.
Abstract
MLOps is a very popular word these days in the ML community. In this talk, Pavlos will explain what MLOps is about and why it's important in order to scale ML at your organization. Additionally, Pavlos will provide best practices and tips on how you can build an MLOps platform without the need to hire 10 software engineers and data scientists.
About the speaker
Pavlos Mitsoulis is a Staff Data Scientist leading the Reinforcement Learning team at Expedia Group and the co-creator of Sagify, an open source MLOps CLI tool to easily train, tune and deploy ML models on Sagemaker by implementing just a train and a predict function. His interests are around MLOps and Contextual Multi-Armed-Bandits these days.
Code of conduct
How to build a MLOps platform