Applied machine learning research methods, human-machine team, AI strategies, trends in machine learning, how to earn trust - Vin Vashishta - The data scientist show #042

Vin Vashishta is a chief data officer and AI strategist at V Squared, a company he founded in 2012 that  provides AI strategy, transformation, and data organizational build-out services.
He teaches data professionals about strategy, communications, business acumen, and applied machine learning research methods. Vin has 130k+ followers on Linkedin talking about AI, analytics, and strategy. His website: https://www.datascience.vin/ If you like the show subscribe to the channel and give us a 5-star review. Subscribe to Daliana's newsletter on www.dalianaliu.com/ for more on data science.

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Highlights:
(0:00) Intro 
(00:03:37) "ML strategy" with 'pricing' as an example 
(00:09:45) what is a good metric for ML 
(00:13:16) how to translate a business problem into a data problem 
(00:23:42) leverage users in the "Human Machine Teaming" 
(00:48:22) how he earned the trust 
(01:17:31) data science evolution from 2012 to 2022 
(01:31:06) how he learns new domain knowledge
(01:36:25) the mistakes he made 
(01:42:15) what he learnt from his mentor