---
title: ScaledML Media Archive - 2016
description: Interested in Machine Learning?  See what happened at the annual ScaledML Conference in 2020. Topics on hardware, AI, scaling machine learning, and more.
---

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# SCALEDML MEDIA ARCHIVE - 2016

August 2, 2016

Learn from the best minds in the machine learning community.

![pdf Icon image2](https://info.matroid.com/hs-fs/hubfs/pdf%20Icon%20image2.png?width=86&name=pdf%20Icon%20image2.png "pdf Icon image2")

### **REZA ZADEH**

Matroid & Stanford

Introduction to ScaledML 2016

[![Download Slides](https://no-cache.hubspot.com/cta/default/6212008/cfaa52dc-5b7f-43b9-8465-990be46b3388.png)](https://cta-redirect.hubspot.com/cta/redirect/6212008/cfaa52dc-5b7f-43b9-8465-990be46b3388)

![pdf Icon image2](https://info.matroid.com/hs-fs/hubfs/pdf%20Icon%20image2.png?width=86&name=pdf%20Icon%20image2.png "pdf Icon image2")

### QI LU

Microsoft

Machine Learning at Microsoft

[![Download Slides](https://no-cache.hubspot.com/cta/default/6212008/bcbff6b6-9992-4f9a-8933-2f3b195912d9.png)](https://cta-redirect.hubspot.com/cta/redirect/6212008/bcbff6b6-9992-4f9a-8933-2f3b195912d9)

![pdf Icon image2](https://info.matroid.com/hs-fs/hubfs/pdf%20Icon%20image2.png?width=86&name=pdf%20Icon%20image2.png "pdf Icon image2")

### REZA ZADEH

Matroid & Stanford

Scaled Machine Learning at Matroid

[![Download Slides](https://no-cache.hubspot.com/cta/default/6212008/af841048-6638-4157-994d-6e72b5dadafb.png)](https://cta-redirect.hubspot.com/cta/redirect/6212008/af841048-6638-4157-994d-6e72b5dadafb)

![pdf Icon image2](https://info.matroid.com/hs-fs/hubfs/pdf%20Icon%20image2.png?width=86&name=pdf%20Icon%20image2.png "pdf Icon image2")

### ILYA SUTSKEVER

OpenAI

Recent Progress in Generative Modeling

[![Download Slides](https://no-cache.hubspot.com/cta/default/6212008/30bd54bd-ced6-46aa-9f1c-e0ea38901e61.png)](https://cta-redirect.hubspot.com/cta/redirect/6212008/30bd54bd-ced6-46aa-9f1c-e0ea38901e61)

![pdf Icon image2](https://info.matroid.com/hs-fs/hubfs/pdf%20Icon%20image2.png?width=86&name=pdf%20Icon%20image2.png "pdf Icon image2")

### TED DUNNING

MapR

Deep Learning is Great

[![Download Slides](https://no-cache.hubspot.com/cta/default/6212008/dedc2a59-ecca-40fd-8c4a-e64cd2f10eda.png)](https://cta-redirect.hubspot.com/cta/redirect/6212008/dedc2a59-ecca-40fd-8c4a-e64cd2f10eda)

![pdf Icon image2](https://info.matroid.com/hs-fs/hubfs/pdf%20Icon%20image2.png?width=86&name=pdf%20Icon%20image2.png "pdf Icon image2")

### LEAH MCGUIRE

Salesforce

Scaling Machine Learning at Salesforce

[![Download Slides](https://no-cache.hubspot.com/cta/default/6212008/6c8c40b4-4dad-401e-aef1-a17f32ade42c.png)](https://cta-redirect.hubspot.com/cta/redirect/6212008/6c8c40b4-4dad-401e-aef1-a17f32ade42c)

![pdf Icon image2](https://info.matroid.com/hs-fs/hubfs/pdf%20Icon%20image2.png?width=86&name=pdf%20Icon%20image2.png "pdf Icon image2")

### JEFF DEAN

Google

Large-Scale Deep Learning with TensorFlow

[![Download Slides](https://no-cache.hubspot.com/cta/default/6212008/674e681e-7710-4dbf-9ebc-cb0d63a80401.png)](https://cta-redirect.hubspot.com/cta/redirect/6212008/674e681e-7710-4dbf-9ebc-cb0d63a80401)

![pdf Icon image2](https://info.matroid.com/hs-fs/hubfs/pdf%20Icon%20image2.png?width=86&name=pdf%20Icon%20image2.png "pdf Icon image2")

### LISE GETOOR

UC Santa Cruz

Scalable Machine Learning for Graphs

[![Download Slides](https://no-cache.hubspot.com/cta/default/6212008/8bb5b953-b35b-487d-80f7-a61464195513.png)](https://cta-redirect.hubspot.com/cta/redirect/6212008/8bb5b953-b35b-487d-80f7-a61464195513)

![pdf Icon image2](https://info.matroid.com/hs-fs/hubfs/pdf%20Icon%20image2.png?width=86&name=pdf%20Icon%20image2.png "pdf Icon image2")

### JOHN CANNY

Google & UC Berkeley

GPU Acceleration for Machine Learning

[![Download Slides](https://no-cache.hubspot.com/cta/default/6212008/4747e619-eb95-4203-bfa6-fd77d5f8e949.png)](https://cta-redirect.hubspot.com/cta/redirect/6212008/4747e619-eb95-4203-bfa6-fd77d5f8e949)

![pdf Icon image2](https://info.matroid.com/hs-fs/hubfs/pdf%20Icon%20image2.png?width=86&name=pdf%20Icon%20image2.png "pdf Icon image2")

### XAVIER AMATRIAIN

Quora

Machine Learning at Quora: Beyond Deep Learning

[![Download Slides](https://no-cache.hubspot.com/cta/default/6212008/e700c566-04c8-4ade-8556-4ca9272b6d8c.png)](https://cta-redirect.hubspot.com/cta/redirect/6212008/e700c566-04c8-4ade-8556-4ca9272b6d8c)

![Hyperlink icon](https://info.matroid.com/hs-fs/hubfs/Hyperlink%20icon.jpg?width=105&name=Hyperlink%20icon.jpg "Hyperlink icon")

### MARTIN WICKE

Google

TensorFlow Tutorial

[![Tutorial on GitHub](https://no-cache.hubspot.com/cta/default/6212008/a7508061-7cd7-4898-8427-5c8957f5bea9.png)](https://cta-redirect.hubspot.com/cta/redirect/6212008/a7508061-7cd7-4898-8427-5c8957f5bea9)

[![Get Started](https://no-cache.hubspot.com/cta/default/6212008/530938b8-974f-493e-b478-29eeb42d819d.png)](https://cta-redirect.hubspot.com/cta/redirect/6212008/530938b8-974f-493e-b478-29eeb42d819d)

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