Event details: https://aihackday.com/ Presentations: https://github.com/jernejk/aihackday2021/tree/main/Presentations

A brief on Azure Cognitive Services and AI Builder within Power Platform to see how AI capability is being utilized in Power Automate by adding intelligence to our automate processes.

• Microsoft PowerPlatform
• Microsoft Dataverse
• AI Builder in Power Apps
• AI Builder in Power Automate
• AI School

Bot Framework Composer allows us to quickly create bots and try them out. 🤖

• Get started with Bot Framework Composer

Do you want to try machine learning (ML) but don't want to invest too much time learning a new programming language or some other complicated API?

JK will give you a short introduction to machine learning and without all the complicated mathematics and code. 😁 He will show you how to get your first ML prototype up and running in 2 minutes, what you need to know to generate the ML model and how to deal with data.

• Getting started with ML.NET Model Builder
• Samples for this talk
• Microsoft examples
• ML.NET Community examples
• JK's examples

Effective Anti-Money Laundering (AML) solutions can help financial services fight global crime, including human trafficking. Traditional approaches to AML consisted of event scanning based on risk tables. The adoption of ML techniques has helped organizations scale AML to a broad range of data sources and transaction data in real time. Still, ML-only approaches bring inevitable bias that may hinder minorities.

This session explores the technical design and the ethical considerations for an AML solution to extract and ingest data from watch lists and multiple data sources, making data available quickly for analysis, and improve accuracy in detecting AML activity while reducing wasted effort in investigating false alerts. Design and implementation of the ML components of the anti-money laundering solution are also seen in respect of the principles of responsible AI.

• Online Payment Fraud Detection

• Somy Ayazi - Twitter
• Patrick Zhao - Twitter
• Jernej Kavka (JK) - Twitter
• Stefano Tempesta - Twitter

• Global AI Podcast
• APAC AI Community
• Cognitive Studio (open source exploration tool for Cognitive Services)