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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 education 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.

NVIDIA GTC

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:

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Getting Started with DOCA Flow

Getting Started with DOCA Flow

Unlock the potential of the NVIDIA BlueField data processing unit to offload, accelerate, and isolate data center workloads in this new DLI course.

Start Learning
Optimizing CUDA Machine Learning Codes with Nsight Profiling Tools

Optimizing CUDA Machine Learning Codes with Nsight Profiling Tools

Learn the effective use of powerful NVIDIA developer tools to analyze and optimize CUDA applications in this new free self-paced course.

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Model Parallelism: Building and Deploying Large Neural Networks

Model Parallelism: Building and Deploying Large Neural Networks

Learn how to train the largest of neutral networks and deploy them to production using techniques such as activation checkpointing and various forms of model parallelism.

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Solutions for Enterprises and Organizations

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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

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.

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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

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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.

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GPU-Accelerated Servers in the Cloud

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

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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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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
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Getting Started with Deep Learning

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

 Certificate Available

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AI on Jetson Nan
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Getting Started with AI on Jetson Nano

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

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

8 hours | $90 | C/C++, CUDA ®

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Introduction to Physics-Informed Machine Learning With Modulus

 
4 hours | $30 | NVIDIA Modulus
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Introduction to Robotic Simulations in Isaac Sim

 
4 hours | $30 | NVIDIA Isaac Sim™, Omniverse KIT, NumPy
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AUTONOMOUS DRIVING
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Build Beautiful, Custom UI for 3D Tools on NVIDIA Omniverse

 
90 Minutes | Free | 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.

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

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

 
8 hours | PyTorch, PyTorch Distributed Data Parallel, NCCL

 Certificate Available

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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

Applications of AI Anomaly Detection
FUNDAMENTALS
NEW
 

Applications of AI Anomaly Detection

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

 Certificate Available

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FUNDAMENTALS
POPULAR
 

Fundamentals of Accelerated Computing with CUDA Python

 
8 hours | CUDA, Python, Numba, NumPy

 Certificate Available

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FUNDAMENTALS
NEW
 

Model Parallelism: Building and Deploying Large Neural Networks

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

 Certificate Available

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FUNDAMENTALS
POPULAR
 

Fundamentals of Deep Learning

 
 
8 hours | TensorFlow 2, Keras, pandas

 Certificate Available

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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.

Learn More

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.

Learn More
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
Xenon
Booz | Allen | Hamilton
Boston
CII.IA
Data Society
Hancom MDS
Hitachi
Ingram
Leadtek
Leadtek TW
Mark III Systems
Opteamizer
Reply Machine Learning
Scan Business
Xenon
SVA
Xenon
zenteklogo
Inspur
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

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NVIDIA Developer Forums

For technical questions, check out the NVIDIA Developer Forums.

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Visit Developer Forums
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NVIDIA DLI Certificate

NVIDIA DLI certificates help prove subject matter competency and support professional career growth. Certificates are offered for select instructor-led workshops and online courses.

Use your DLI certificate to highlight your new skills on LinkedIn, potentially boosting your attractiveness to recruiters and advancing your career. Follow these step-by-step instructions to update your profile and add your certificate to the “Licenses and Certifications” section.

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