SCaledml media archive - 2020

February 26 - 27, 2020

Learn from the best minds in the machine learning community.

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HubSpot Video

REZA ZADEH

Matroid & Stanford

Introduction to ScaledML 2020

 

HubSpot Video

OREN ETZIONI

Allen Institute for Artificial Intelligence

AI and the Future of Humanity

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HubSpot Video

REZA ZADEH

Matroid & Stanford

Turning Machine Learning Research into Products for Industry

HubSpot Video

MEGAN KACHOLIA

Google

ML at Google Scale

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HubSpot Video

ANDREJ KARPATHY

Tesla

AI for Full Self-Driving

 

HubSpot Video

ILYA SUTSKEVER

OpenAI

The Power of Large-scale Generative Models and RL

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HubSpot Video

WES MCKINNEY

Ursa Labs

Apache Arrow: Present and Future

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HubSpot Video

SAVIN GOYAL

Netflix

Human-centric Approach to ML Infrastructure

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HubSpot Video

PANEL DISCUSSION

AI Products & MLOps

Pete Skomoroch, Jennifer Prendki, Alyona Medelyan, Robert Munro, Peter Bailis

HubSpot Video

JOE ISAACSON

Asimov

Optimizing the Design of Genetic Programs for Living Cells

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HubSpot Video

MOHAMED FAWZY

Facebook

Training Models at Facebook Scale with PyTorch

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HubSpot Video

DENNIS ABTS

Groq

Ditching the 'C' in CPU: Groq's Tensor Streaming Processor (TM)

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HubSpot Video

ION STOICA

UC Berkeley

ML for Systems

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HubSpot Video

DAVID ARONCHICK

Microsoft

Using MLOps to Bring ML to Production

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HubSpot Video

FRANÇOIS CHOLLET

Google

Keras: The Next Five Years

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HubSpot Video

KUNLE OLUKOTUN

SambaNova Systems & Stanford

Accelerating Software 2.0

HubSpot Video

JOSHUA BLOOM

UC Berkeley

Towards Physics-informed ML Inference In Astrophysics

HubSpot Video

MATEI ZAHARIA

Databricks & Stanford

Scaling Machine Learning Development with MLflow

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HubSpot Video

JIM KELLER

Intel

Moore's Law in the age of AI Chips

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HubSpot Video

JOSH ROMERO

NVIDIA

Scaling DL on the Summit Supercomputer

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HubSpot Video

PETER MATTSON

Google

MLPerf: Driving Innovation by Measuring Performance

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HubSpot Video

SEAN LIE

Cerebras Systems

Wafer-Scale ML

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