Webinar "A Whirlwind Tour of Machine Learning Monitoring Techniques"
Tue Dec 19, 2023 10:00 AM - 11:00 AM PST
Online
Description
The webinar has been moved to the 25th of January.
Please register here.
Data Phoenix team invites you all to our upcoming webinar that’s going to take place on December 19th, 10 am PST.
- Topic: A Whirlwind Tour of Machine Learning Monitoring Techniques
- Speaker: Ramon Perez (Developer Advocate at Seldon)
- Participation: free (but you’ll be required to register)
In this talk, we will go over different machine learning monitoring techniques that can help us ensure our models continue to perform as expected after being deployed into production. We will discuss performance monitoring to track metrics like accuracy and latency over time, log analysis and telemetry data to debug errors, as well as explainability methods to identify and address predictions that deviate from our desired baseline. If you've been meaning to learn about which monitoring techniques to use for your models, or just want to learn more about the topic, this session is for you.
Speaker:
Ramon is a data scientist, researcher, and educator currently working in the Developer Relations team at Seldon in London. Prior to joining Seldon, he worked as a freelance data professional and as a Senior Product Developer at Decoded, where he created custom data science tools, workshops, and training programs for clients in various industries. Before freelancing, Ramon wore different research hats in the areas of entrepreneurship, strategy, consumer behavior, and development economics in industry and academia. Outside of work, he enjoys giving talks and technical workshops and has participated in several conferences and meetup events. In his free time, you will most likely find him traveling to new places, mountain biking, or both.
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