AI Webinar 1: Successful applications of AI for business. Real cases

Jacek Chmiel, Director of Avenga Labs, together with Lyubomyr Senyuk, R&D Director at Avenga, and Olena Domanska, Head of Data Science at Avenga, showcase practical applications, implementation challenges, and the future of the hottest AI topics - all based on real cases.
Intro
00:20 About Avenga
00:50 Presenting speakers
AI evolution
01:30 AI hype period (1950s - 198x)
01:41 AI disappointment period (1990s, AI winter)
01:52 AI as ML for business (2012-)
Data science for business
02:16 Webinar focus: fraud detection & natural language processing
Fraud detection
02:22 Fraud detection types
Case
03:00 On-demand micro-insurance technology company
04:56 AI-powered fraud detection
07:21 Feature engineering
08:37 Fraud detection. How we do
09:11 Results
09:40 Most difficult elements of the project
12:28 Future of AI driven fraud detection
16:59 Fraud detection: open discussion
Natural language processing
18:53 Intro
Case
20:04 Extracted valuable data for informed business decisions
23:33 Topic modeling
24:09 Entity recognition
24:58 Results
27:32 Challenges
30:06 Future of NLP
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