WelcomeAIOverlords (Zak Jost)

Episode 14 of the Machine Learning Street Talk (MLST) podcast, hosted by Machine Learning Street Talk (MLST), titled "WelcomeAIOverlords (Zak Jost)" was published on June 30, 2020 and runs 118 minutes.

June 30, 2020 ·118m · Machine Learning Street Talk (MLST)

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Summary

We welcome Zak Jost from the WelcomeAIOverlords channel. Zak is an ML research scientist at Amazon. He has a great blog at http://blog.zakjost.com and also a Discord channel at https://discord.gg/xh2chKX WelcomeAIOverlords: https://www.youtube.com/channel/UCxw9_WYmLqlj5PyXu2AWU_g  00:00:00 INTRO START 00:01:07 MAIN SHOW START 00:01:59 ZAK'S STORY 00:05:06 YOUTUBE DISCUSSION 00:24:12 UNDERSTANDING PAPERS 00:29:53 CONTRASTIVE LEARNING INTRO 00:33:00 BRING YOUR OWN LATENT PAPER 01:03:13 GRAPHS IN ML AND KNOWLEDGE GRAPHS  01:21:36 GRAPH USE CASES - FRAUD 01:30:15 KNOWLEDGE GRAPHS 01:34:22 GRAPHS IN ML 01:38:53 AUTOMATED ML 01:57:32 OUTRO

Episode Description

WelcomeAIOverlords: https://www.youtube.com/channel/UCxw9_WYmLqlj5PyXu2AWU_g

00:00:00 INTRO START

00:01:07 MAIN SHOW START

00:01:59 ZAK'S STORY

00:05:06 YOUTUBE DISCUSSION

00:24:12 UNDERSTANDING PAPERS

00:29:53 CONTRASTIVE LEARNING INTRO

00:33:00 BRING YOUR OWN LATENT PAPER

01:03:13 GRAPHS IN ML AND KNOWLEDGE GRAPHS

01:21:36 GRAPH USE CASES - FRAUD

01:30:15 KNOWLEDGE GRAPHS

01:34:22 GRAPHS IN ML

01:38:53 AUTOMATED ML

01:57:32 OUTRO

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