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. Daliana's LinkedIn: https://www.linkedin.com/in/dalianaliu/ Daliana's Twitter: https://twitter.com/DalianaLiu 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