Welcome to Global AI Developer Days, a hybrid event focusing on how you as an (aspiring) AI developer can build intelligent applications!
Azure Skåne User Group is hosting this event alongside multiple other locations globally: https://globalai.community/developer-days/
Session #1: Introduction to AI Explainability
AI has significantly grown in complexity in recent years. With the increased model complexity, it has been become harder and more complex to understand and explain the behaviour of a model.
Why did the AI model make a specific decision or prediction? What features impacted it and to what extent? Was the decision fair and unbiased? Those questions are of high importance in business decisions and of critical importance in areas such as health and security.
We will present a review of intrinsically interpretable models as well as popular explainability tools and techniques such as LIME and SHAP and compare their performance on several publicly available datasets.
Session #2: TBA
Session #3: TBA
This event will be live-streamed on YouTube, so anyone can watch it here: https://www.youtube.com/FooCafeOrgMalmo/live
Goto 10 är en arena där individer och organisationer kan dela kunskap, idéer och perspektiv. Detta event speglar arrangörens åsikter och delas inte nödvändigtvis av oss på Goto 10 och Internetstiftelsen. På Goto 10 får idéer och kunskap testas, diskuteras och utvecklas så länge de följer våra riktlinjer.