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Azure Skåne User Group

Global AI Developer Days

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: Gaze Estimation Possibilities in Retail
Gaze estimation is the process of detecting where a person is looking. With the use of AI we can get pretty accurate estimates nowadays, and in this session you will hear about some possibilities on how gaze estimation can be used in the retail industry. You will also see a demo on how to use AI on the Edge, how to get your data to the Azure cloud, and how to analyse it.

Session #3: TBA

This event will be live-streamed on YouTube, so anyone can watch it here: https://www.youtube.com/FooCafeOrgMalmo/live

Speaker:

Milena Bajic - works as a Data Scientist in Pandora, she has several years of experience in machine learning and knowledge about various technologies and machine learning tools. Before Pandora, she worked as a PhD Fellow at UCPH in experimental particle physics and as an industry postdoc researcher at DTU Compute, focusing on applying machine learning on road conditions, using in-vehicle sensor data.

Goran Vuksic - is Microsoft AI MVP, he works as an Engineering manager for Pandora, he has 20 years of work experience in IT and wide knowledge about various technologies and programming languages. Goran is a tech enthusiast, he writes technical blog posts and he likes to share his wide knowledge on different conferences, workshops and talks.

Facilitator:

Goran Vuksic - is Microsoft AI MVP, he works as an Engineering manager for Pandora, he has 20 years of work experience in IT and wide knowledge about various technologies and programming languages. Goran is a tech enthusiast, he writes technical blog posts and he likes to share his wide knowledge on different conferences, workshops and talks.

Agenda:

10:00 – 10:15 – Meet & Greet
10:15 – 10:30 – Introduction
10:30 – 11:15 – Session #1
11:15 – 11:30 – Break
11:30 – 12:15 – Session #2
12:15 – 13:00 – Lunch
13:00 – 13:45 – Session #3
13:45 – 14:00 – Wrap-up
 

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