UST conference: AI and Business analytics
Prof. Gene Moo Lee, Business analytics, University of British Columbia
https://www.sauder.ubc.ca/people/gene-moo-lee
https://blogs.ubc.ca/genemoolee/
Business analytics (translation) find the problem to solve.
골드만 삭스에 고전적인 Trader는 단 2명만 남아 있다...
GPT : General Purpose Tech.
*3th industrial revolution : Digital system
4th industrial revolution : Cyber physical system
*AI is eating teh world.
*Data scientiest spend much time integrating data with different formats.
*over 10000 PhD application to UT have been firstly analyzed by Supervised AI (UT: University of Texas, at Austin)
*AI
->Predictive
->Prescriptive (Optimization)
->Statistic AI : ML, NN...
*Big data : 5V -> Veracity, Volume, Variety, Veolcity, Value
*Structured data : Numerical data
Unstructured data : photo, vedio, text, report...
-> AI can analyze!!!
*Think fast : non-algorithmic
Think slow : algroithmic
*Polanyi's paradox
Question
1.How to get AI recent information.
Potcast, One-minute report
2.My question
How to overcome small dataset. We are struggle with getting high-quality dataset.
It depends on the field.
Collect by yourself (open dataset, API).
Collraborate with company
- > 나의 경우는 보민이나 낮은 주파수를 사용한 케나다 기업 (https://www.groundradar.com/news/)
3. 케나다는 미국보다 비자 이슈가 낮다...
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