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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.

See What’s New from DLI

Getting Started with Universal Scene Description (USD) for Collaborative 3D Workflows

This free, self-paced course will take you through an introduction to USD and important concepts like layer composition, references, and variants and includes hands-on exercises with live scripted examples.

Start Learning

New Teaching Kit for 3D Graphics and Omniverse

New Teaching Kit for Graphics and NVIDIA Omniverse

The kit was created in consultation with top film and animation schools in our Studio Education Partner Program, designed for college and university educators looking to bring graphics and Omniverse -- an open platform for virtual collaboration and real-time physically accurate simulation-- into the classroom.

Request Early Access

NVIDIA Omniverse Developer Resource Center

Visit the new Omniverse Developer Resource Center to learn how you can contribute to the ecosystem by building extensions, connectors and applications.

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The Graphics Codex

Explore the Graphics Codex, an essential digital reference and learning resource that includes scholarly references of equations, concepts, and notations used in 3D computer graphics.

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New Book: Learning Deep Learning

Get started with deep learning with this new book from NVIDIA’s Magnus Ekman. Dive into the theory and practice of neural networks, computer vision, natural language processing, and transformers using TensorFlow.

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Explore DLI Solutions

Why Choose NVIDIA for Hands-On Training?

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 Tools and Frameworks

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

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
Certificates

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

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.

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.

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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.

FUNDAMENTALS

POPULAR

Getting Started with Deep Learning

8 hours | $90 | Caffe, NVIDIA DIGIT

Certificate Available

FUNDAMENTALS

POPULAR

Getting Started with AI on Jetson Nano

8 hours | Free | PyTorch, NVIDIA ^® Jetson Nano ^™

Certificate Available

FUNDAMENTALS

POPULAR

Fundamentals of Accelerated Computing with CUDA C/C++

8 hours | $90 | C/C++, CUDA ^®

Certificate Available

FUNDAMENTALS

POPULAR

Fundamentals of Accelerated Computing with CUDA Python

8 hours | $90 | CUDA, Python, Numba, NumPy

Certificate Available

FUNDAMENTALS

POPULAR

Fundamentals of Accelerated Data Science with RAPIDS

6 hours | $90 | RAPIDS ^™, NumPy, XGBoost, DBSCAN, K-Means, SSSP, Python

Certificate Available

AUTONOMOUS DRIVING

NEW

Integrating Sensors with NVIDIA DRIVE^®

2 hours | $30 | C++, DriveWorks

View All Online Courses

View full catalog (PDF 1.3 MB)

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

NEW

Fundamentals of Deep Learning

8 hours | TensorFlow, Keras, pandas, NumPy

Certificate Available

Building Transformer-Based Natural Language Processing Applications

FUNDAMENTALS

NEW

Building Transformer-Based Natural Language Processing Applications

8 hours | PyTorch, Pandas, NVIDIA NeMo ^™, NVIDIA Triton ^™ Inference Server

Certificate Available

Building Intelligent Recommender Systems

FUNDAMENTALS

NEW

Building Intelligent Recommender Systems

8 hours | cuDF, CuPy, TensorFlow 2, NVIDIA Triton Inference Server

Certificate Available

FUNDAMENTALS

POPULAR

Fundamentals of Accelerated Computing with CUDA Python

8 hours | CUDA, Python, Numba, NumPy

Certificate Available

FUNDAMENTALS

POPULAR

Fundamentals of Accelerated Data Science

6 hours | RAPIDS ^™, NumPy, XGBoost, DBSCAN, K-Means, SSSP, Python

Certificate Available

FUNDAMENTALS

Fundamentals of Deep Learning for Multi-GPUs

8 hours | Python, Tensorflow

Certificate Available

View All Workshops

View full catalog (PDF 1.3 MB)

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.

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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.

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