NVIDIA Deep Learning Institute

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NVIDIA Deep Learning Institute

Education and training solutions to solve the world’s greatest challenges.

The NVIDIA Deep Learning Institute (DLI) offers resources for diverse learning needs—from learning materials to self-paced and live training to educator programs. Individuals, teams, organizations, educators, and students can now find everything they need to advance their knowledge in AI, accelerated computing, accelerated data science, graphics and simulation, and more.

Get Technical Training at GTC

Get Technical Training at GTC

Take advantage of discounted rates for instructor-led workshops at GTC covering generative AI, LLMs, graphics & design, and more.

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The Conference for the Era of AI and the Metaverse

Developer Conference March 20-23 | Keynote March 21

Don't miss these upcoming DLI workshops at GTC.

Fundamentals of Deep Learning

Learn the key techniques and tools required to train a deep learning model through hands-on exercises in computer vision and natural language processing.

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Data Parallelism: How to Train Deep Learning Models on Multiple GPUs

Discover the techniques for data-parallel deep learning training on multiple GPUs and work with deep learning tools, frameworks, and workflows to perform neural network training.

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Building Conversational AI Applications

Learn how to quickly build and deploy production-quality conversational AI applications with real-time transcription and natural language processing (NLP) capabilities.

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DLI full-day GTC workshops and training labs are sponsored by:

Microsoft Azure

See What’s New From DLI

Jensen Huang on a computer screen

Generative AI With Diffusion Models

Dive deeper on denoising diffusion models, and see how generative AI plays a significant role across industries.

Start Learning
NVIDIA Omniverse displayed on screen

Essentials of Developing Omniverse Kit Applications

See what makes Universal Scene Description (USD) unique, and learn about the fundamentals of describing, composing, simulating, and collaborating within 3D worlds.

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A person working on a laptop.

Enhancing Data Science Outcomes With Efficient Workflows

Create an end-to-end hardware-accelerated machine learning pipeline for large datasets. Use diagnostic tools to identify delays, and learn to mitigate pitfalls.

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Become Fluent in AI With Free Self-Paced Courses

Unlock the power of AI with NVIDIA’s AI Learning Essentials. Master cutting-edge AI technologies through self-paced, expert-led courses designed to elevate your skills and boost your career.

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NVIDIA employees discuss AI training courses

GTC DLI Training Sessions on Demand

Explore DLI Solutions

NVIDIA Deep Learning online courses

Self-Paced, Online Courses

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Deep Learning live instructor-led & workshops

Live, Virtual, Instructor-Led Workshops

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Deep learning educator programs & teaching kits

Educator Programs and Teaching Kits

Find Teaching Resources
Comprehensive solutions for organizations

Solutions for Enterprises and Organizations

Enhance Your Team’s Skills

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

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

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

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

The ‘Fundamentals of Deep Learning’ course offered through NVIDIA’s Deep Learning Institute provided faculty from different KENET member universities a great opportunity to get up-to-date training on this important topic. The instructor-led training was rigorous but concise, comprehensive, insightful, and a practical introduction to deep learning. I am looking forward to new research areas and applications that will emerge from this training.

- Dr. Meoli Kashorda, Executive Director of KENET, the National Research & Education Network of Kenya

Benefits of NVIDIA 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 by NVIDIA and industry experts.

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

Build your team’s skills and confidence in the areas of accelerated computing, graphics, and advanced networking with our comprehensive technical training program. A training needs assessment helps identify skill gaps while learning paths provide the steps needed to develop competency in key areas. Training advisors work with you to create customized training plans and support you every step of the way. Our Enterprise Training program can help you develop the talent you need to fuel innovation and drive growth in this age of AI, high-performance computing (HPC) and the metaverse.

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Learning Paths

Interested in a particular topic? Check out our learning paths, which outline recommended courses and workshops to develop competency and gain credentials in specific areas.

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Learning Paths

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.

Learn about fundamentals of Deep Learning
FUNDAMENTALS
POPULAR
 

Getting Started with Deep Learning

8 hours | $90 | TensorFlow 2, Keras, pandas

 Certificate Available

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AI on Jetson Nan
FUNDAMENTALS
NEW
 

Essentials of Developing Omniverse Kit Applications

90 minutes |  Free | Visual Studio Code, Python

 Certificate Available

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Fundamentals of Accelerated Computing with CUDA C/C++
FUNDAMENTALS
POPULAR
 

Getting Started With Accelerated Computing With CUDA/C++

8 hours | $90 | C/C++, CUDA

 Certificate Available

View Course
FUNDAMENTALS
NEW
 

RAPIDS Accelerator for Apache Spark

2 hours | $30 | NVIDIA RAPIDS
View Course
FUNDAMENTALS
NEW
 

Generative AI Explained

2 hours |  Free
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FUNDAMENTALS
NEW
 

Build Beautiful, Custom UI for 3D Tools on NVIDIA Omniverse

90 minutes |  Free | NVIDIA Omniverse Code, Visual Studio Code, Python, the Python Extension
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Featured Instructor-Led Workshops

Organizations can request instructor-led workshops from the NVIDIA Deep Learning Institute to boost and develop skills in AI, HPC, and the metaverse. Our virtual hands-on workshops are taught by DLI-certified instructors who are experts in their fields, and breakout rooms support collaboration among students and interaction with instructors. After completing workshops, students can earn a certificate of competency to validate their skillset.

Generative AI With Diffusion Models
ADVANCED
NEW
 

Generative AI With Diffusion Models

8 hours | PyTorch, CLIP

 Certificate Available

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Building Transformer-Based Natural Language Processing Applications
FUNDAMENTALS
POPULAR
 

Building Conversational AI Applications

8 hours | NVIDIA Riva, NVIDIA NeMo, Kubernetes

 Certificate Available

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Enhancing Data Science Outcomes With Efficient Workflows
FUNDAMENTALS
NEW
 

Enhancing Data Science Outcomes With Efficient Workflows

8 hours | Python, cuDF, Dask, Plotly, NVTabular, cuML, Forest Inference Library, PyTorch, NVIDIA Triton Inference Server

 Certificate Available

View Course
FUNDAMENTALS
NEW
 

Fundamentals of Accelerated Computing With CUDA Python

8 hours | CUDA, Python, Numba, NumPy

 Certificate Available

View Course
FUNDAMENTALS
NEW
 

Model Parallelism: Building and Deploying Large Neural Networks

8 hours | PyTorch, Megatron-LM, DeepSpeed, Slurm, NVIDIA Triton Inference Server, NVIDIA Nsight

 Certificate Available

View Course
FUNDAMENTALS
POPULAR
 

Fundamentals of Deep Learning

8 hours | TensorFlow 2, Keras, pandas

 Certificate Available

View Course

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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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
  • Cloud Services
  • Education
Xenon
Booz | Allen | Hamilton
Boston
CII.IA
Data Monsters
Data Society
Exit Certified
Hancom MDS
Hitachi
Leadtek
Leadtek TW
Mark III Systems
Leaders Systems
Opteamizer
Reply Machine Learning
Scan Business
Xenon
SVA
Xenon
zenteklogo
AWS
Microsoft Azure
Cal Poly
University of Delaware
Georgia Tech
University of Illinois
NYU
Prairie View A&M University

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