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Utilizing GPUs to Accelerate Machine Learning

March 5, 2020 | Santa Clara, CA

Please join NVIDIA and Redapt for a free, one-day workshop to learn how to build machine learning models that are optimized and designed to run on NVIDIA GPUs.

Simply fill out the form to register!

Utilizing GPUs to Accelerate Machine Learning

  • Date: Thursday, Mar. 5, 2020
  • Time: 10 a.m. to 7:00 p.m.
  • Venue: NVIDIA “Endeavor” Headquarters, 2788 San Tomas Expy, Santa Clara, CA 95051

Gain the hands-on experience you need to bolster your AI and machine learning expertise.

Applying NVIDIA GPU Cloud (NGC) and Docker, you’ll master:

  • Downloading frameworks
  • Setting up notebooks
  • Programming and running models

You’ll come away with the ability to:

  • Run TensorFlow models in Docker on multiple GPUs
  • Use RAPIDS to build data pipelines and do feature engineering
  • Utilize TensorRT to deploy and optimize models for production

 

AGENDA

10:00 a.m. – 11:00 a.m.
Welcome, Setup, and Kick Off (coffee and pastries provided)

11:00 a.m. – 1:00 p.m.
Walkthrough of NGC and Demo of the TensorFlow container (Hands-On Exercise) 

1:00 p.m. – 1:30 p.m. 
Catered Lunch 

1:30 p.m. – 5:00 p.m.
Accelerate Machine Learning using GPUs with RAPIDS (Hands-On Exercise) 
Scaling out with NVIDIA Containers: Introducing Kubeflow on Kubernetes (Demo) 
Using NeMo for Modern NLP with Sentence Classification Demo  (Hands-On Exercise) 

5:00 p.m. – 7 p.m.
Happy Hour at Shannon’s within Endeavor  

 

What to Bring

Confirmed registrants will need to bring a laptop to this hands-on workshop.