Self-Paced Training

Learn anytime, anywhere, with just a computer and an internet connection.

Whether you’re an individual looking for self-paced training or an organization wanting to bring new skills to your workforce, the NVIDIA Deep Learning Institute (DLI) can help. Learn how to set up an end-to-end project in eight hours or how to apply a specific technology or development technique in two hours—anytime, anywhere, with just your computer and an internet connection. Select courses offer a certificate of competency to support career growth.

All Self-Paced Courses

  • Accelerated Computing
  • Data Science
  • Deep Learning
  • Graphics and Simulation
  • Infrastructure
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FUNDAMENTALS
NEW

Scaling GPU-Accelerated Applications with the C++ Standard Library

2 Hours | $30 | C++, NVIDIA HPC SDK, MPI
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FUNDAMENTALS
NEW

GPU Acceleration with the C++ Standard Library

2 hours | $30 | C++, NVIDIA HPC SDK
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FUNDAMENTALS
NEW

Optimizing CUDA Machine Learning Codes With Nsight Profiling Tools

2 Hours | $30 | NVIDIA Nsights Systems, NVIDIA Nsight Compute
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FUNDAMENTALS
NEW

An Even Easier Introduction to CUDA

1 Hour | Free | CUDA C++, nvcc, nvprof
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FUNDAMENTALS
POPULAR

Fundamentals of Accelerated Computing with CUDA C/C++

8 hours | $90 | CUDA, C/C++

 Certificate Available

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FUNDAMENTALS
POPULAR

Fundamentals of Accelerated Computing with CUDA Python

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

 Certificate Available

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FUNDAMENTALS

Scaling Workloads Across Multiple GPUs with CUDA C++

4 hours | $30 | C, C++

 Certificate Available

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FUNDAMENTALS

Accelerating CUDA C++ Applications with Concurrent Streams

4 hours | $30 | C, C++

 Certificate Available

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FUNDAMENTALS

Fundamentals of Accelerated Computing with OpenACC

 
8 hours | $90 | OpenACC ™, C/C++

 Certificate Available

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FUNDAMENTALS

High-Performance Computing with Containers

2 hours | $30 | Docker, Singularity, HPCCM, C/C+
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FUNDAMENTALS
NEW

Accelerating End-to-End Data Science Workflows

6 hours | $90 | Rapids, cuDF, cuML, cuGraph, Apache Arrow

 Certificate Available

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FUNDAMENTALS
NEW

Introduction to Graph Neural Networks

 
2 Hours | $30 | Deep Graph Library, PyTorch
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FUNDAMENTALS
NEW

Get Started with Highly Accurate Custom ASR for Speech AI

 
2 hours | $30 | NVIDIA Riva, NVIDIA NeMo, NVIDIA TAO Toolkit, Models in NGC, Hardware
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FUNDAMENTALS
NEW

Introduction to Physics-Informed Machine Learning with Modulus

 
4 Hours | $30 | NVIDIA Modulus
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FLOOD DETECTION
NEW
 

Disaster Risk Monitoring Using Satellite Imagery

 
8 Hours | Free | NVIDIA DALI, NVIDIA TAO Toolkit, NVIDIA TensorRT, and NVIDIA Triton Inference Server
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FUNDAMENTALS

Building A Brain in 10 Minutes!

10 minutes | Free | Python
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FUNDAMENTALS

Getting Started with Deep Learning

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

 Certificate Available

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FUNDAMENTALS
POPULAR

Getting Started with AI on Jetson Nano

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

 Certificate Available

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FUNDAMENTALS

Building Video AI Applications at the Edge on Jetson Nano

8 hours | Free | DeepStream, TensorRT, Jetson Nano, Python

 Certificate Available

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AUTONOMOUS DRIVING

Integrating Sensors with NVIDIA DRIVE®

2 hours | $30 | C++, DriveWorks
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INTELLIGENT VIDEO ANALYTICS
NEW
 

Deploying a Model for Inference at Production Scale

4 hours | $30 | NVIDIA Triton
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FUNDAMENTALS

Getting Started with Image Segmentation

2 hours | $30 | TensorFlow
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FUNDAMENTALS

Modeling Time-Series Data with Recurrent Neural Networks in Keras

2 hours | $30 | Keras
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INTELLIGENT VIDEO ANALYTICS
NEW
 

Building Real-Time Video AI Applications

8 Hours | $90 | NVIDIA DeepStream, NVIDIA TAO Toolkit, NVIDIA TensorRT

 Certificate Available

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FUNDAMENTALS
NEW

Optimized Vehicle Routing

 
1 Hour | Free | NVIDIA CuOpt, CuDF, SciPy, NumPy, Pandas, GeoPandas, VeRoViz
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FUNDAMENTALS
NEW

Digital Fingerprinting with MorpheusTM

1 Hour | Free | NVIDIA Morpheus™ AI Framework, NVIDIA Triton™
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FUNDAMENTALS
NEW

Synthetic Data Generation for Training Computer Vision Models

3 Hours | $30 | NVIDIA Omniverse™ Replicator, NVIDIA Triton Inference Server, PyTorch
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GRAPHICS
NEW

Develop, Customize, and Publish in Omniverse With Extensions

8 Hours | Free | Omniverse Code, Visual Studio Code, Python, Python Extension

 Certificate Available

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GRAPHICS
NEW

Introduction to Robotic Simulations in Isaac Sim

4 hours | $30 | Isaac Sim, Omniverse, RTX, PhysX, PyTorch, TAO Toolkit
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GRAPHICS
NEW

Assemble a Simple Robot in Isaac Sim

30 Minutes | Free | NVIDIA Omniverse™, Isaac Sim
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GRAPHICS
NEW

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

90 Minutes | Free | NVIDIA Omniverse™
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GRAPHICS
NEW

Easily Develop Advanced 3D Layout Tools on NVIDIA Omniverse

90 Minutes | Free | NVIDIA Omniverse™
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GRAPHICS
NEW

How to Build Custom 3D Scene Manipulator Tools on NVIDIA Omniverse

90 Minutes | Free | NVIDIA Omniverse™ 
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GRAPHICS

Getting Started with Universal Scene Description for Collaborative 3D Workflows

2 hours | Free | Universal Scene Description (USD), Python
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NETWORKING

Ansible Essentials for Network Engineers

2 hours | $49 | IT Infrastructure Automation
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SOFTWARE AND TOOLS

NVIDIA License System

2 hours | Free | NVIDIA License System (NLS)
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FUNDAMENTALS
NEW

Getting Started with DOCA Flow

2 Hours | Free | DOCA Flow
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FUNDAMENTALS
NEW

Introduction to DOCA for DPUs

2 Hours | Free | NVIDIA® DOCA™ SDK
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INTRODUCTION
POPULAR

Introduction to AI in the Data Center

3.5 hours | $45 | AI, machine learning, deep learning, GPU hardware and software
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INFINIBAND

InfiniBand Professional Online Training and Certification Package

10 hours | $250
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INFINIBAND

InfiniBand Expert Training and Certification Package

21 hours | $350
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INFINIBAND

InfiniBand Essentials

1.5 hours |  Free
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INFINIBAND

Working with Mellanox SB7700 InfiniBand EDR Switch System

3 hours | $45
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NETWORKING

Network Administration with NVIDIA Mellanox Onyx® Switch System

 
 
3 hours | $90
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NETWORKING/CUMULUS

Linux Networking Fundamentals

8 hours | $90
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NETWORKING

Mellanox Ethernet Switch Debugging

1 hour |  Free
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NETWORKING

Ethernet Training—Products Overview

1.5 hours |  Free
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CUMULUS LINUX

NVIDIA Cumulus® Linux Professional

6 hours | $90
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RDMA

The Fundamentals of RDMA Programming

10 hours | $45
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RDMA

RDMA over Converged Ethernet (RoCE) from A to Z

1.5 hours |  Free
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SOFTWARE AND TOOLS

Network Management Made Easy with NVIDIA Mellanox NEO®

1 hour |  Free
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SOFTWARE AND TOOLS

MLXlink and MLXcables Debug Tools

30 minutes |  Free
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SOFTWARE AND TOOLS

Working with Mellanox OFED in InfiniBand Environments

8 hours | $45
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Free Courses

Many of our popular self-paced courses are offered for free. These courses have top ratings, can be completed in a day or less, and are designed for beginners, making them a great way to get started with new technologies before moving on to our more advanced courses.

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Why Choose NVIDIA for Self-Paced Training?

Access to Technical Expertise

Access to Technical
Expertise

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

Industry-Standard Tools and Frameworks

Industry-Standard Tools and Frameworks

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

Applications Across Industries

Applications Across
Industries

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

Reduce Time to Production

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.

Earn Certificates

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

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

GPU-Accelerated
Servers in the Cloud

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

Instructor-Led Workshops

Want live direct access to DLI-certified instructors? Instructor-led workshops are taught by experts, delivering industry-leading technical knowledge to drive breakthrough results for your organization.

Learn More

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.

Learn More

Online Training Partners

DLI collaborates with leading educational organizations to expand the reach of deep learning training to developers worldwide.

Udacity
MathWorks
Microsft Azure
AWS

Featured Resources

Training for Startups

The NVIDIA Inception Program is designed to help startups accelerate their growth and build their solutions faster. In addition to discounted DLI training, members receive engineering guidance, discounts on NVIDIA software and hardware, opportunities for customer introductions, and go-to-market support. The program is free and available for tech startups of all stages.

Apply Now
Training for Startups
GPU Hackathon and Bootcamp program