Time series in supply chain, business communication-Sunishchal Dev-theDataScientistShow048 скачать в хорошем качестве

Time series in supply chain, business communication-Sunishchal Dev-theDataScientistShow048

Sunishchal Dev is a lead data scientist at Booster. He's helping to decarbonize the transportation industry by optimizing last mile delivery of renewable fuels. Previously, he was a management consultant. On the side, he volunteers with Project Drawdown to model the most effective solutions to climate change. He is also a mentor of future data scientist as a springboard by guiding them through real world projects. We talked about his career journey, supply chain optimization, how data science can help the environment.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:   / dalianaliu   Daliana's Twitter:   / dalianaliu   Dev's Linkedin:  / sunishchaldev   Books recommended: The Pyramid Principle: Logic in Writing and Thinking The Book of Why: The New Science of Cause and Effect Influence, New and Expanded: The Psychology of Persuasion Highlights: 0:00 Intro 00:01:24 from business to data science 00:06:36 the big impact of a small improvement 00:08:50 data engineering vs predictive modeling 00:11:48 routing optimization 00:16:27 time series model 00:21:32 use upsampling to simulate intermittent time series problem 00:26:20 his modern data stack 00:28:29 collaborate with engineers 00:30:06 common mistakes people made in building time series model 00:37:02 collaborate with truck drivers 00:40:17 how to become a good communicator 00:46:30 his experience in mentoring data scientist 00:51:14 things people cannot learn at school 00:53:16 the mistakes he made and the things he learnt from his mentor 00:56:07 how data science can help the environment