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
The Data Scientist Show - A podcast by Daliana Liu
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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