Machine Learning and Deep Learning - Are We Going to See a Million X Advance?

Jensen Huang is founder and CEO of NVIDIA, whose GPUs sit at the heart of the majority of machine learning models today.

Jensen shares the story behind NVIDIA's expansion from gaming to deep learning acceleration, leadership lessons that he's learned over the last few decades, and why we need a virtual world that obeys the laws of physics (aka the Omniverse) in order to take AI to the next era. Jensen and Lukas also talk about the singularity, the slow-but-steady approach to building a new market, and the importance of MLOps.

The complete show notes (transcript and links) can be found here: http://wandb.me/gd-jensen-huang

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⏳ Timestamps:

0:00 Intro

0:50 Why NVIDIA moved into the deep learning space

7:33 Balancing the compute needs of different audiences

10:40 Quantum computing, Huang's Law, and the singularity

15:53 Democratizing scientific computing

20:59 How Jensen stays current with technology trends

25:10 The global chip shortage

27:00 Leadership lessons that Jensen has learned

32:32 Keeping a steady vision for NVIDIA

35:48 Omniverse and the next era of AI

42:00 ML topics that Jensen's excited about

45:05 Why MLOps is vital

48:38 Outro

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