WelcomeAIOverlords (Zak Jost)

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 BOOTSTRAP 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

Note from Tim — sorry I kept referring to the BYOL paper as “Bring” instead of “Bootstrap” — I have a mental block on that one! Yannic’s video on it is here; https://www.youtube.com/watch?v=YPfUiOMYOEE

#machinelearning #deeplearning

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