NVIDIA Deep Learning Institute

Education and Training Solutions to Solve the World’s Most Challenging Problems

The NVIDIA Deep Learning Institute offers resources for diverse learning needs—from learning materials to self-paced and live training to educator programs—giving individuals, teams, organizations, educators, and students what they need to advance their knowledge in AI, accelerated computing, accelerated data science, graphics and simulation, and more.

Get Hands-On Training with Technical Workshops

The Deep Learning Institute is offering 20 full-day hands-on workshops at GTC, September 19-22. Workshops are available in multiple languages and time zones. Early bird pricing of $99 ends August 29.

  • Fundamentals of Deep Learning

    Learn how deep learning works through hands-on exercises in computer vision and natural language processing. This workshop will teach you the fundamental techniques and tools required to train a deep learning model.

  • Building Transformer-Based Natural Language Processing Applications

    Learn how to use natural language processing transformer-based models for “text classification” tasks, such as identifying specific types of articles from within a large library of articles or abstracts.
  • Applications of AI for Anomaly Detection

    Learn about multiple AI based solutions that solve important telecommunications problems by identifying network intrusions. See how to implement the following  anomaly detection techniques: accelerated XGBoost, deep learning-based autoencoders, and generative adversarial networks (GANS).

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See What’s New from DLI

Deploying a Model for Inference at Production Scale

Deploying a Model for Inference at Production Scale

Practice machine learning operations and learn how to deploy your own machine learning models on an NVIDIA Triton Inference Server.

Building Real-Time Video AI Applications

Building Real-Time Video AI Applications

Gain the knowledge and skills needed to transform raw video data from widely deployed camera sensors into deep learning-based insights in real time.

Building Video AI Applications at the Edge on Jetson Nano

Building Video AI Applications at the Edge on Jetson Nano

Use JupyterLab notebooks and Python application samples on your Jetson Nano to extract meaningful insights from video streams with deep learning video analytics.

Explore DLI Solutions

Deloitte is committed to staying on the forefront of AI innovation, co-innovating with clients and accelerating their AI-fueled journeys. NVIDIA has collaborated with us to shape a DLI curriculum that is customized to the needs of our AI professionals and projects. The courses have enabled us to tap into the power of our own NVIDIA DGX system to explore novel AI use cases.

- Christine Ahn, principal, Deloitte Consulting LLP, and NVIDIA Alliance Chief Commercial Officer

Why Choose NVIDIA for Hands-On Training?

Learn from technical industry experts and instructors

Access to Technical Expertise

Learn from technical industry experts and instructors who are passionate about developing curriculum around the latest technology trends.

Deep learning live workshops from anywhere

Flexible Training
Solutions

Take online courses on your own schedule or join live workshops from anywhere with just your computer.

Industry-standard software, tools, and frameworks

Industry-Standard Tools and Frameworks

Gain hands-on experience with the most widely used, industry-standard software, tools, and frameworks.

Learn to build deep learning, accelerated computing

Applications Across Industries

Learn to build deep learning, accelerated computing, and accelerated data science  applications for industries, such as healthcare, robotics, manufacturing, and more.

Earn an NVIDIA Deep Learning Institute certificate

Earn
Certificates

Earn an NVIDIA Deep Learning Institute certificate in select courses to demonstrate subject matter competency and support professional career growth.

Gain real-world expertise through content designed in collaboration

Real-World
Examples

Gain real-world expertise through content designed in collaboration with industry leaders, such as the Children’s Hospital of Los Angeles, Mayo Clinic, and PwC.

Access fully configured, GPU-accelerated servers

GPU-Accelerated Servers in the Cloud

Access fully configured, GPU-accelerated servers in the cloud to complete hands-on exercises included in the training.

Build production-quality solutions with the DLI

Reduce Time to
Production

Build production-quality solutions with the same DLI base environment containers used in the courses, available from the NVIDIA NGC catalog.

Enterprise Solutions

Request a comprehensive package of training services to meet your organization’s unique goals and learning needs. From bundled self-paced courses and live instructor—led workshops to executive briefings and enterprise-level reporting, DLI can help your organization transform with enhanced skills in AI, data science, and accelerated computing.

Featured Self-Paced, Online Courses

Learn how to set up an end-to-end project in less than a day or how to apply a specific technology or development technique in just a few hours—anytime, anywhere, with just a computer and an internet connection. Select courses offer a certificate of competency to support career growth.

Getting Started with Deep Learning

Getting Started with AI on Jetson Nano

Fundamentals of Accelerated Computing with CUDA Python

Accelerating End-to-End Data Science Workflows

Integrating Sensors with NVIDIA DRIVE®

Featured Instructor-Led Workshops

If your organization is interested in boosting and developing key skills in AI, accelerated data science, or accelerated computing, you can request instructor-led workshops from the NVIDIA Deep Learning Institute (DLI). Workshops are taught by DLI-certified instructors who are experts in their fields, and breakout rooms support collaboration among students as well as interaction with instructors.

Fundamentals of Deep Learning

Building Transformer-Based Natural Language Processing Applications

Building Intelligent Recommender Systems

Fundamentals of Accelerated Data Science

Educator Programs and
Teaching Kits

NVIDIA DLI offers downloadable course materials for university educators and free self-paced, online training to students through DLI Teaching Kits. Educators can also get certified to teach DLI workshops on campus through the University Ambassador Program.

Learning Deep Learning

Get started with deep learning with this new book from NVIDIA’s Magnus Ekman.

Learning Deep Learning is a complete guide to deep learning. Illuminating both the core concepts and the hands-on programming techniques needed to succeed, this book is ideal for developers, data scientists, analysts, and others—-including those with no prior machine learning or statistics experience. The book provides concise, well-annotated code examples using TensorFlow with Keras. And with corresponding PyTorch examples provided online, the book covers the two dominating Python libraries used for deep learning in industry and academia.

Get started with deep learning with this new book from NVIDIA’s Magnus Ekman.

Partners

DLI works with industry partners to build content and deliver instructor-led workshops around the world.

  • Service Delivery
  • Content Development
  • Cloud Services
  • Education
Children’s Hospital Los Angeles
Mayo Clinic
Price WaterHouse Coopers
AWS
Microsoft Azure
Cal Poly
University of Delaware
Georgia Tech
University of Illinois
NYU
Prairie View A&M University

Questions?