Data Science Meetup - June2020 - ML Project Tracking and Monitoring with MLFlow
*This event was hosted by our Data Science, Machine Learning & AI Meetup Group: https://www.meetup.com/Charlotte-Data... *
SPEAKER
Nathan Danneman - Chief Data Scientist at Machines Corp
TOPIC:
Machine Learning Project Tracking and Monitoring with MLFlow
Part of being a Data Scientist or Machine Learning practitioner is exploring your data and setting up many experiments/ML modeling pipelines.
Before you know it, you will likely lose track of what parameters produced better models, or when a particular pipeline failed at what step, etc.
One way to avoid all the confusion, is to monitor and track your ML pipelines.
In this talk, Alex will go through a demo of MLFlow, an easy to use open-source platform for ML tracking and monitoring.