Home Applications AWS Video: Deep Learning for Data Scientists: Using Apache MXNet and R on AWS – June 2017

AWS Video: Deep Learning for Data Scientists: Using Apache MXNet and R on AWS – June 2017

0
0

Deep Learning (DL) is a subset of Machine Learning (ML) that extends the concept of Artificial Neural Networks (ANN) to uncover hidden patterns in unstructured datasets. Due to the current ubiquity of data (Big Data), and availability of on-demand, inexpensive, and parallel hardware such as Graphics Processing Units (GPUs) on Amazon EC2, Deep Learning has revitalized the excitement in Artificial Intelligence. Breakthrough results can be seen in industry applications such, computer vision, robotics, healthcare, security, retail, and more. Apache MXNet is a fully-featured, flexibly-programmable and ultra-scalable deep learning framework supporting state-of-the-art deep models including convolutional neural networks (CNNs), and long short-term memory networks (LSTMs). MXNet enables Data Scientists familiar with the R programing language to train and deploy deep models at scale, using their favorite language, with the same fast performance observed by Python, Scala or C++ ML practitioners.

You will also hear from Jared P. Lander, adjunct professor of statistics at Columbia University and the organizer of the New York Open Statistical Programming Meetup—the world’s largest R meetup—and the New York R Conference.

Participants will learn how to spin up a pre-built, GPU enabled Data Science environment using the AWS Deep Learning Amazon Machine Image (AMI), in few minutes. We will write a deep learning program with MXNet in a few lines of codes using the R programming language. We will discuss training deep learning models on one or multiple GPUs via R. Finally, we will compare deep models to some traditional Machine Learning models such as Support Vector Machines or Random Forest.

Learning Objectives:

  • Deploy a Data science environment in minutes with the AWS Deep Learning AMI
  • Getting started with Apache MXNet on R
  • Train and deploy Deep Learning models at scale with R

This video is from the fine folks at Amazon Web Services (AWS).

Categories:
Amazon Web Services Launched in 2006, Amazon Web Services offers a robust, fully featured technology infrastructure platform in the cloud comprised of a broad set of compute, storage, database, analytics, application, and deployment services from data center locations in the U.S., Australia, Brazil, China, Germany, Ireland, Japan, and Singapore. More than a million customers, including fast-growing startups, large enterprises, and government agencies across 190 countries, rely on AWS services to innovate quickly, lower IT costs and scale applications globally.

Featured Resources:

Related Articles:

| LATEST FEATURED RESOURCES

White Papers

    Application Lifecycle Management with Stratusphere UX – White Paper

    Enterprises today are faced with many challenges, and among those at the top of the list is the struggle surrounding the design, deployment, management and operations that support desktop applications. The demand for applications is increasing at an exponential rate, and organizations are being forced to consider platforms beyond physical, virtual and cloud-based environments. Users […]

    Downloads

      Download Commvault VM Backup and Recovery: end-to-end VM backup, recovery and cloud management

      Commvault’s ability to provide end-to-end VM backup, recovery and cloud management creates a significantly better way to build, protect and optimize VMs throughout their lifecycle. Our best-in-class software for VM backup, recovery and cloud management delivers a number of significant benefits, including: VM recovery with live recovery options; backup to and in the cloud; custom-fit […]

      On-Demand Webinars

        What’s Going on in EUC Printing – A Technical Deep Dive!

        The IGEL Community and ThinPrint invite you to watch the following technical deep dive webinar. The agenda is to technically bring you up to speed on what’s going on in the EUC Printing space today along with a deep dive into new methods, technologies, printing scenarios and a discussion on why printing still matters. You […]

        Latest Videos

          Views All IT News on DABCC.com
          Views All IT Videos on DABCC.com
          Win big $$, visit ITBaller.com for more info!

          Visit Our Sponsors

          Close