Get Hands-On Training With the Deep Learning Institute (DLI)

GTC provides a perfect opportunity to learn and enhance your skills with hands-on, instructor-led training.

Training is also available year-round through NVIDIA DLI. Choose from an extensive catalog of self-paced, online courses or instructor-led virtual workshops to help you develop key skills in AI, accelerated computing, data science, graphics, simulation, and more.

View Self-Paced Courses
Instructor-Led Workshops

We look forward to seeing you at the next GTC!

Thank you to our DLI full-day GTC workshop and training lab sponsor:

Microsoft Azure

Watch GTC Technical Training Labs at Your Own Pace

Introduction to Graph Neural Networks

Learn the ways to model unstructured problems as classification or regression at various levels, including graph-level, node-level, edge-level, graph-to-graph level, and graph learning.

Watch On-Demand

AI-Assisted Annotation for Continuous Learning with MONAI Label

Get started with AI-assisted Annotation using MONAI Label and OHIF or 3D Slicer as your image viewer and walk through creating your own MONAI label application.

Watch On-Demand

Introduction to AI in the Data Center

Learn the concepts and terminology and become familiar with NVIDIA software architecture to help start the journey to AI and GPU computing in the data center.

Watch On-Demand

Towards Digital Twins in Omniverse: The Fundamentals

Learn the basics of Omniverse Create and XR as you embark on a journey to creating a virtual world.

Watch On-Demand

This session will introduce new features in CUDA for programming Hopper architecture. The new programming model for Hopper is more hierarchical and asynchronous. We'll also look at optimizing CUDA applications...

Watch On-Demand

Get started with AI-assisted Annotation using MONAI Label and OHIF or 3D Slicer as your image viewer and walk through creating your own MONAI label application.

Watch On-Demand

Learn the concepts and terminology and become familiar with NVIDIA software architecture to help start the journey to AI and GPU computing in the data center.

Watch On-Demand

Learn the basics of NVIDIA Omniverse™ Create and XR as you embark on a journey to creating a virtual world.

Watch On-Demand

Explore performant classical simulation of quantum workflows, highlighting the functionality of cuQuantum’s state vector and tensor network libraries, cuStateVec, and cuTensorNet.

Watch On-Demand

Learn to generate a synthetic data set from assets and scenes using Omniverse Replicator in a hands-on GPU environment.

Watch On-Demand

Learn how to write GPU-accelerated applications using only C++ standard language features.

Watch On-Demand


Visit NVIDIA On-Demand to view free DLI training lab session recordings on a variety of technology focus areas and industries.

View All Labs

Explore Even More DLI Training

The NVIDIA Deep Learning Institute offers resources for diverse learning needs—from learning materials to self-paced and live training to educator programs. So individuals, teams, organizations, educators, and students get what they need to advance their knowledge in AI, accelerated computing, accelerated data science, graphics and simulation, and more. Check out a list of self-paced courses or browse through the list of upcoming free academic workshops.

Join the NVIDIA Developer Program >

Explore Even More DLI Training

The NVIDIA Deep Learning Institute offers resources for diverse learning needs—from learning materials to self-paced and live training to educator programs. So individuals, teams, organizations, educators, and students get what they need to advance their knowledge in AI, accelerated computing, accelerated data science, graphics and simulation, and more. Check out a list of self-paced courses or browse through the list of upcoming free academic workshops.

Join the NVIDIA Developer Program >

Preview the DLI Experience.

 

What Learners Are Saying About DLI Workshops

NVIDIA set up a great virtual training environment and we were taught directly by deep learning/CUDA experts, so our team could understand not only the concepts but also how to use the codes in the hands-on lab, which helped us understand the subject matter more deeply. The team enjoyed the class immensely.  

– Hyunkoo Kwak , Learning and Development Lead, Manufacturing Technology Center, Samsung Electronics

What Learners Are Saying About DLI Workshops

NVIDIA set up a great virtual training environment and we were taught directly by deep learning/CUDA experts, so our team could understand not only the concepts but also how to use the codes in the hands-on lab, which helped us understand the subject matter more deeply. The team enjoyed the class immensely.  

– Hyunkoo Kwak , Learning and Development Lead, Manufacturing Technology Center, Samsung Electronics

What Learners Are Saying About DLI Workshops

NVIDIA DLI workshops help me stay at the cutting edge of my field.  With highly motivated students and very knowledgeable instructors, the experience is as enjoyable as it is informative.  The consistently relevant examples will keep me coming back for years!  

– John Snyder, Senior Data Scientist, ThreatConnect

What Learners Are Saying About DLI Workshops

NVIDIA DLI workshops help me stay at the cutting edge of my field.  With highly motivated students and very knowledgeable instructors, the experience is as enjoyable as it is informative.  The consistently relevant examples will keep me coming back for years!  

– John Snyder, Senior Data Scientist, ThreatConnect

What Learners Are Saying About DLI Workshops

The training was a great success with my team. The lectures and labs were inspiring and fun. Excellent instructors, too!  

– Timothée Carayol, Data Science Expertise Lead, ING Germany

What Learners Are Saying About DLI Workshops

The training was a great success with my team. The lectures and labs were inspiring and fun. Excellent instructors, too!  

– Timothée Carayol, Data Science Expertise Lead, ING Germany

Learn, connect, and get inspired.

NVIDIA Developer Program

Join today to get access to free SDKs, training, and technical resources to successfully build applications on all NVIDIA technology platforms.

Join the Community

Fundamentals of Deep Learning (DLIW41160)

Audience Level: Beginner Technical

Prerequisite(s): An understanding of fundamental programming concepts in
Python such as functions, loops, dictionaries, and arrays.

Session Abstract: Discover how deep learning works through hands-on exercises in computer vision and natural language processing. You’ll train deep learning models from scratch, learning tools and tricks to achieve highly accurate results. You’ll also learn to leverage freely available, state-of-the-art pre-trained models to save time and get your deep learning application up and running quickly.

By participating in this is workshop, you’ll:
> Learn the fundamental techniques and tools required to train a deep learning model
> Gain experience with common deep learning data types and model architectures
> Enhance datasets through data augmentation to improve model accuracy
> Leverage transfer learning between models to achieve efficient results with less data and computation
> Build confidence to take on your own project with a modern deep learning framework

Add to Schedule
View Datasheet
View Datasheet

Building AI-Based Cybersecurity Pipelines (DLIW41161)

Audience Level: Intermediate Technical

Prerequisite(s):
> Familiarity with defensive cybersecurity themes
> Professional data science and/or data analysis experience
> Competency with the Python programming language
> Competency with the Linux command line

Session Abstract:
The NVIDIA Morpheus AI framework lets cybersecurity developers and practitioners harness the power of GPU computing to implement cybersecurity solutions that perform on a scale never before possible. With Morpheus, cybersecurity developers can create optimized AI pipelines for filtering, processing, and classifying large volumes of real-time data. Bringing a new level of information security to data centers, Morpheus enables dynamic protection, real-time telemetry, and adaptive defenses for detecting and remediating cybersecurity threats.

In this workshop you will get hands-on experience solving real-world cybersecurity challenges using the NVIDIA Morpheus AI framework. By the time you complete this workshop you will:

> Be able to build end-to-end Morpheus pipelines to process and analyze massive data streams using NVIDIA GPUs and AI.
> Be able to fine-tune Morpheus's out-of-the-box AI toolkit for your organization's specific needs.
> Understand the key components of the Morpheus framework, how they work together, and how to get started with them on your own.

Add to Schedule
View Datasheet
Engage
Discover
More