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43:56

Machine Learning at Netflix Scale

Posted by Aish Fenton  on  Oct 07, 2014 4

Aish Fenton discusses Netflix' machine learning algorithms, including distributed Neural Networks on AWS GPUs, providing insight into offline experimentation and online AB testing.

25:32

Extreme Speedups and GPGPU: A Tale of Two Practical Uses of Reified Trees

Posted by Olivier Chafik  on  May 17, 2014

Olivier Chafik discusses how to make a practical use of reified trees in Scala, with two applications: run-time (re)compilation for extreme speed, and conversion to another language (OpenCL).

52:01

Excel Coding Errors Are Destroying World Economies and F# (with Tsunami) Is Here to Stop Them!

Posted by Matthew Moloney  on  Mar 05, 2014

Matthew Moloney discusses using F# and .NET inside Excel, demonstrating doing big data, cloud computing, using GPGPU and compiling F# Excel UDFs.

Accelerating the Web: How GPUs Make Browsers Fast

Posted by Jarred Nicholls  on  Dec 14, 2012

Jarred Nicholls explains how browsers leverage the GPU to speed up complex web pages by primitive drawing, composing layers and using tiles backing stores.

Integrating GPUs in Application Development - From Concept to Deployment

Posted by Graham Brooks  on  Nov 23, 2012

Graham Brooks discusses using GPU for application development, explaining how GPUs can be used for general purpose programming and how continuous integration can be applied.

GPUs in Finance

Posted by Andrew Sheppard  on  Nov 21, 2012

Andrew Sheppard overviews the driving forces behind GPU’s adoption by the financial industry, and explains the use of the Monte Carlo technique on GPUs.

Introduction to CUDA C

Posted by Cyril Zeller  on  May 28, 2012

Cyril Zeller introduces NVIDIA CUDA development, showing how to write and execute C programs on the GPU, how to manage GPU memory and communication with the CPU.

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