How to test AI solutions. Practice

About:Unleash the Power of Your AI: Master Testing Techniques in this Hands-on Practical Event.This session dives deep into practical testing methods for AI solutions. Learn how to ensure your AI is fair, unbiased, and delivers accurate results. We'll cover dataset testing, model evaluation metrics (think accuracy, F1 score, and more!), Explainable AI, and ongoing model monitoring techniques. Join us and walk away with actionable strategies to build trust and confidence in your AI deployments.

Agenda:
Dataset testing (fairness, bias, anomaly, validity)
Model evaluation (accuracy, F1, precision and recall, LLM metrics)
Explainable AI
Model monitoring (data shift, concept shift)