Talk Videos from ScaledML 2020

February 26 - 27, 2020. Mountain View, USA
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25Speakers
21Talks
3Days
11Hours of content
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About the Event

The creators of TensorFlow, Kubernetes, Apache Spark, Tesla Autopilot, Keras, Horovod, Allen AI, Apache Arrow, MLPerf, OpenAI, Matroid, and others leaded discussions about running and scaling machine learning algorithms on a variety of computing platforms, such as GPUs, CPUs, FPGAs, TPUs, & the nascent AI chip industry.
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Featured Speakers

Wes McKinney

Director at Ursa Labs
Wes McKinney is an open source software developer focusing on data processing tools. He created the Python pandas project and has been a major contributor to many other OSS projects. He is a Member of the Apache Software Foundation and a project PMC member for Apache Arrow and Apache Parquet. He is the director of Ursa Labs, an innovation lab for open source data science tools powered by Apache Arrow.

Megan Kacholia

Engineering Director at Google
Megan Kacholia is an Engineering Director on TensorFlow/Brain, and a long-time Googler. She specializes in working on large-scale, distributed systems, and finding ways to tune and improve performance in such environments.

Andrej Karpathy

Director of AI at Tesla
Andrej is a Director of AI at Tesla, where he focuses on computer vision for the Autopilot. Previously he was a research scientist at OpenAI working on Reinforcement Learning and a PhD student at Stanford working on Convolutional/Recurrent neural network architectures for images and text.
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This conference picked a useful mixture of academic and industry speakers, from people working at the front edge of getting products using machine learning into early adoption.

Featured Sessions

February 26
February 27
Andrej Karpathy
Director of AI at Tesla
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Joe Isaacson
Engineering Manager, Machine Learning at Facebook
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Reza Zadeh
Computer Vision at Matroid
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Jim Keller
CTO & President at Tenstorrent Inc.
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François Chollet
Artificial Intelligence Researcher at Google
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Dennis Abts
Chief Architect at Groq
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Testimonials

Ivana Williams
Staff Research Scientist at Chan Zuckerberg Initiative
«So many informative and fun talks
by @karpathy, @JeffDean, @Reza_Zadeh, @ilyasut et al. at #scaledml (rightfully so compared to the Solvay conf. of #ML) today. Awesome job @matroid!»
Darina Mamonova
Technical PM at BRYTER
«Thanks for the #ScaledMLConf
@Reza_Zadeh and your team. It’s inspiring to see the advancements of #DL and #ML and real faces behind it. Keep up the good work and we will too»
Michael Gully-Santiago
Scientist and technologist at UT Austin Department
«Machine Learning version of the
1927 Fifth Solvay International Conference on Electrons and Photons?»

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