DAIS21 Meetup: Machine Learning Frameworks, Model Management and Operations

This meetup was part of the Data AI Summit 2021. It was ran live hosted by Jules Damji and Srijith Rajamohan who gave a recap of Summit two tech talks by. subject matter experts in Machine Learning Frameworks, Model Management and Operations. They will shared their insights into ML frameworks, ML platforms, model lifecycle management and operations. 0:00 Starting soon 01:56 Building a Unified Machine Learning Monitoring Solution by Max 34:26 FlexFlow presentation 1:05:45 Hugging Face Talk One Title: Building a Unified Machine Learning Monitoring Solution in Databricks by Max Fisher Abstract: Today, many customers leverage a variety of tools for monitoring models in production which leads to a confusing array of dashboards and reports. This talk will focus on how your team can leverage the Databricks workspace to unify the monitoring of your models and data for drift, and even facilitating the retraining part of the ML Lifecycle. The demo will cover how each part of the Databricks ecosystem is crucial t