![](https://machinelearningweek.com/wp-content/uploads/sites/29/2023/11/4326.jpg)
Speakers:
Use Case: Assessing Resilience using Big Data and AI
Date:
Friday, June 7, 2024
Time:
3:20 pm
Room:
Phoenix Ballroom A
Summary:
The resilience of countries has never been more important in light of the Russian invasion of Ukraine. This presentation describes the general concept of Country Resilience and the baseline indicators that are measuring it. It will further describe how Machine Learning and AI can be used to simulate, track, alert, and assist in recovery from an unexpected interruptions.
![](https://machinelearningweek.com/wp-content/uploads/sites/29/2023/12/9113-1-800x800.jpeg)
Speakers:
Catch My Drift? Automate Monitoring ML Model Inputs and Outputs and Sleep Better at Night
Date:
Friday, June 7, 2024
Time:
3:45 pm
Summary:
How do you know if your models are still in tolerance? How do you know if they are producing the data you expect? In this talk, we will cover the powerful yet easy-to-use tools Great Expectations and Evidently AI for monitoring data quality and model performance so you can set up automated data quality checks and track model performance metrics over time. By the end of the talk, you’ll be able to catch any issues before they become problems, giving you peace of mind and a good night’s sleep.