Teaching You To
Solve Problems
With Deep Learning

NVIDIA Deep Learning Institute

The NVIDIA Deep Learning Institute (DLI) offers hands-on training for developers, data scientists, and researchers looking to solve the world’s most challenging problems with deep learning.

Through self-paced online labs and instructor-led workshops, DLI provides training on the latest techniques for designing, training, and deploying neural networks across a variety of application domains. Students will explore widely used open-source frameworks as well as NVIDIA’s latest GPU-accelerated deep learning platforms.

Online Labs

Online Labs

The DLI offers self-paced, online labs that are available worldwide.

Gain an understanding of GPU-accelerated deep learning and learn which deep learning software frameworks are right for you.

Learn how to leverage deep neural networks (DNN) within the deep learning workflow to solve a real-world image classification problem using NVIDIA DIGITS™.

Learn how to process data from sensors such as acoustic, seismic, radio, and radar by leveraging NVIDIA DIGITS to train and test a Convolutional Neural Network (CNN).

Explore three approaches to identifying a specific feature within an image using neural networks trained on NVIDIA DIGITS.

Explore how to train and evaluate an image segmentation network with TensorFlow, using the Sunnybrook cardiac MRI dataset to identify the left ventricle of a human heart.

Instructor-Led Workshops

Instructor-Led Workshops

The DLI provides instructor-led technical training onsite at organizations and events, designed to cover the foundations of deep learning or specific application domains.We offer half-day and full-day workshops that cover a range of deep learning topics for varied levels of expertise. Request one of the five workshops below, or customize your own by viewing our lab catalog.

Half-Day Lecture:
Deep Learning Demystified

This lecture covers the foundations of deep learning, including how deep neural networks are trained to perform tasks, the types of problems that benefit from deep learning, and how to choose the right software, hardware, and resources for your project.

Half-Day Workshop: Introduction to Deep Learning

This workshop covers the foundations of deep learning and offers hands-on training in leveraging deep neural networks (DNN) to solve a real-world image classification problem using NVIDIA DIGITS™.

Full-Day Workshop: Deep Learning Fundamentals

This workshop covers the foundations of deep learning and offers hands-on training in Image Classification, Object Detection, and Neural Network Deployment using popular frameworks.

Full-Day Workshop: Deep Learning for Healthcare Genomics

This workshop covers image classification with DIGITS, how to predict radiomics using Keras and Tensorflow, and how to use the dragoNN toolkit on real genomics data.

Full-Day Workshop: Deep Learning for Healthcare Image Analysis

This workshop covers medical image segmentation using DIGITS, medical image analysis with R and MXNet, and how to predict radiomics using Keras and Tensorflow.

Custom Workshop

Select topics from our lab catalog to customize a workshop for your team or organization.

Upcoming Workshops

  • GTC China | Beijing | Sept 25 – 27
  • GTC Europe | Munich | Oct 10-12
  • GTC Israel | Tel Aviv | Oct 18
  • GTC DC | Washington D.C. | Nov 1-2
  • GTC Japan | Tokyo | Dec 12-13

DLI Partners

DLI Teaching Kit For Educators

NVIDIA partners with leading academic institutions to develop downloadable courseware covering the academic theory and application of deep learning on GPUs.

The DLI Teaching Kit addresses a wide range of machine learning topics to enable educators to empower their students with AI skillsets. Other Teaching Kits include Accelerated Computing and Robotics.

Resources

Blogs

  • What is Deep Learning? | NVIDIA Blog | Read >
  • What’s the difference between AI, ML, and DL? | NVIDIA Blog | Read >
  • What’s the difference between DL training and inference? | NVIDIA Blog | Read >
  • Deep Learning in a Nutshell: Core Concepts | NVIDIA Developer Blog | Read >
  • Deep Learning in a Nutshell: Sequence Learning | NVIDIA Developer Blog | Read >
  • Deep Learning in a Nutshell: Reinforcement Learning | NVIDIA Developer Blog | Read >

Podcasts

  • Where Deep Learning Goes Next, How AI Will Revolutionize Driving, How AI Can Improve Brain Tumor Treatment, and more | NVIDIA AI Podcast | Listen >
  • What is a GPU, and How Are Companies Using Them Now | TechEmergence | Listen >

Courses

  • Self-Driving Car Nanodegree | Udacity | Learn more>
  • Deep Learning for Self-Driving Cars Course | MIT | Learn more >
  • Machine Learning Course | Stanford | Learn more >
  • Deep Learning Reinforcement Course | UC Berkeley | Learn more >
  • Practical Deep Learning for Coders Course | Fast.AI | Learn more >

Become a DLI Instructor

Join our talented global team of DLI-certified instructors. Contact us for more information.

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