A Masterclass On Marketplaces & Data Science With Ramesh Johari | EM Group Chat скачать в хорошем качестве

A Masterclass On Marketplaces & Data Science With Ramesh Johari | EM Group Chat

Recording of the Everything Marketplaces Group Chat #177 (12/10) with Ramesh Johari, who’s a Professor at Stanford University. Ramesh has also advised marketplaces like Airbnb, Uber, and Upwork. Ramesh is a leading mind when it comes to marketplaces, specifically with data science methods & practices. 0:06 Intro 1:09 Ramesh's background 1:57 What led Ramesh to marketplaces 4:44 Defining data science & why it's important for marketplaces 8:30 The role data plays when starting a marketplace 12:44 Challenges that come with marketplaces at scale 17:22 Operating metrics for marketplaces 20:55 Common mistakes marketplaces make with experimentation 26:13 How AI is impacting marketplaces 31:22 Opportunities for marketplaces 34:18 Group Q&A on marketplace reputation with ratings & review systems 40:58 Group Q&A on tools to use for getting started with experimentation 46:17 Group Q&A on marketplace experimentation & two-sided randomization testing 51:08 Group Q&A on considerations when transitioning to a scaled marketplace Ramesh on Twitter/X: https://www.x.com/rameshjohari Ramesh on LinkedIn:   / rameshjohari   Mike (Yoroomie) on Twitter/X: https://www.x.com/yoroomie Mike (Yoroomie) on LinkedIn: ⁠  / yoroomie⁠⁠   Join other marketplace founders & all of our group chats: https://www.everythingmarketplaces.com