In this episode, we interview Renee Ahel, who is a Lead AI Expert at Cirtuo and a freelance data scientist in Croatia. He is dealing with Machine Learning since 2003, and recently he is working on Tree-based methods, with which he solves procurement problems. He is also dealing with Expert systems, you will hear why.
His motto is: You should choose the most efficient tool for the problem you have, regardless of whether it is in fashion or not.
AI applications in procurement:
https://sievo.com/resources/ai-in-procurement
Expert systems
https://en.wikipedia.org/wiki/Expert_system
Kraljic matrix
https://www.forbes.com/sites/jwebb/2017/02/28/what-is-the-kraljic-matrix/#2d004b38675f
Bayes network powered PCOS (polycystic ovary syndrome) diagnostics - implemented by Croatian company Vingd for the Berlin startup Clue:
https://techcrunch.com/2019/09/04/period-app-clue-hopes-to-predict-if-you-have-pcos/
Renee Ahel on LinkedIn:
https://www.linkedin.com/in/reneeahel/
Data Science Croatia:
https://www.meetup.com/DataScienceCroatia/
What is beyond PoCs? ML project-hurdles you should be prepared to take with Balázs Kégl - 016
Alternative Learning Methods 01 with Dmitry Krotov - 015
"Monkeys with laptops" - the (hi)story of applying AI in real life with Denis Rothman - 014
Conversational AI at Rasa with Vladimir Vlasov - 013
What's real and what's hype? - Decades of ML with Eugene Dubossarsky - 012
Extra: Machine Learning at John Deere with Marco Lemessi - 011
The World’s first Quadruple Kaggle Grandmaster - Abhishek Thakur - 010
Everything is just a wicked graph with Benedek Rozemberczki - 009
Ratings and Marketing Attribution at Foursquare with Max Sklar - 008
MISH Activation Function with Diganta Misra - 007
Finding the label errors with Cleanlab with Curtis Northcutt - 006
A New Deep Learning Optimizer called Ranger with Less Wright - 005
Cutting-Edge Gradient Descent Variants with Levente Szabados - 004
Can we predict the accuracy of a Neural Network? Yes, with the WeightWatcher tool by Charles Martin, Ph.D. - 002
Progressively Growing GANs & Style GANs with Alexandr Honchar - 001
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