Learning Paths for
Developers and Administrators
August 2023
Learning Paths by Role and Topic
Table of contents
For Developers
For Administrators
Accelerated Computing
Accelerated Computing
Computer Vision and Video Analytics
Data Center Overview
Cybersecurity and Fraud Detection
Data Center and Cloud
Data Science
Large Language Models and Generative AI
Deep Learning
Networking
Edge Computing
Simulation, Data Modeling, and Design
Industry-Related Training
Large Language Models and Generative AI
Simulation, Data Modeling, and Design
To develop a customized training plan for your organization,
connect with one of our training advisors.
View the full catalog of courses here. For questions, contact us at nvdli@nvidia.com. These paths are suggestions and might be modified based on skill levels and desired outcomes.
© 2023 NVIDIA Corporation and affiliates. All rights reserved. NVIDIA constantly develops new courses and updates current content. Courses may be added and/or removed. Hyperlinks may change.
2
Accelerated Computing
For developers
Fundamentals of Accelerated
Computing With
CUDA C/C++*
Accelerating CUDA C++*
Applications With
Concurrent Streams*
Scaling Workloads Across
Multiple GPUs With
CUDA C++*
An Even Easier Introduction
to CUDA
(8 Hours)
(4 Hours)
(4 Hours)
(1 Hour)
Fundamentals of Accelerated
Computing With
CUDA C/C++*
Accelerating CUDA C++
Applications With
Multiple GPUs*
Optimizing CUDA ML With
NVIDIA Nsight’s Profiling
Tools
(8 Hours)
(8 Hours)
(4 Hours)
Fundamentals of Accelerated
Computing With OpenACC
GPU Acceleration With the
C++ Standard Library
(8 Hours)
(2 Hours)
Scaling GPU-Accelerated
Applications With the C++
Standard Library
Fundamentals of Accelerated
Computing With OpenACC*
(8 Hours)
Scaling CUDA C++
Applications to
Multiple Nodes*
(8 Hours)
(2 Hours)
High-Performance
Computing With Containers
(2 Hours)
Fundamentals of Accelerated
Computing With
CUDA Python*
(8 Hours)
Course Legend:
Self-Paced Mini Course
10-60 Minutes
Self-Paced Short Course
2-4 Hours
Fundamentals of Accelerated
Computing With
CUDA Python**
Self-Paced Course
6-8 Hours
Instructor-Led Workshop
8 Hours
*
NVIDIA Certificate
of Competency
**
Digital badge
available
Braces indicated
alternate paths
New this month
(8 Hours)
View the full catalog of courses here. For questions, contact us at nvdli@nvidia.com. These paths are suggestions and might be modified based on skill levels and desired outcomes.
© 2023 NVIDIA Corporation and affiliates. All rights reserved. NVIDIA constantly develops new courses and updates current content. Courses may be added and/or removed. Hyperlinks may change.
3
Accelerated Computing
For IT administrators
Bright Cluster
DGX
Overview
Introduction to AI in the Data
Center
Introduction to AI in the Data
Center Certification**
(4 Hours)
(1 Hour)
Data Center Management
Made Easy With
NVIDIA UFM
(3 Hours)
NVIDIA AI Enterprise
Administrator: Public Training
(12 Hours)
Introduction to Bright Cluster
Manager
(3 Hours)
NVIDIA DGX H100/A100
Administration: Public
Workshop
(12 Hours)
Bright Cluster Manager
Private Custom Training
(12 Hours)
Bright Cluster
ManagerAdministration
(5 Hours)
Bright Cluster Manager Auto
Scaling Hybrid Cloud
(3 Hours)
NVIDIA DGX H100/A100
Administration: Private
Workshop
(12 Hours)
NVIDIA DGX BasePOD
Administration: Private
Workshop
(12 Hours)
NVIDIA DGX
SuperPODAdministration:
Private Workshop
(12 Hours)
NVIDIA DGX Cloud
(1 Hour)
Course Legend:
Self-Paced Mini Course
10-60 Minutes
Self-Paced Short Course
2-4 Hours
Self-Paced Course
6-8 Hours
Instructor-Led Workshop
8 Hours
View the full catalog of courses here. For questions, contact us at nvdli@nvidia.com. These paths are suggestions and might be modified based on skill levels and desired outcomes.
© 2023 NVIDIA Corporation and affiliates. All rights reserved. NVIDIA constantly develops new courses and updates current content. Courses may be added and/or removed. Hyperlinks may change.
*
NVIDIA Certificate
of Competency
**
Digital badge
available
Braces indicated
alternate paths
New this month
4
Computer Vision and Video Analytics
For developers
Bootstrapping Computer
Vision Models with Synthetic
Data*
(8 Hours)
Building Real-Time Video AI
Applications
(8 Hours)
Getting Started With Image
Segmentation
(2 Hours)
Getting Started With Deep
Learning*
Disaster Risk Monitoring
Using Satellite Imagery
(8 Hours)
(6 Hours)
Deploying a Model for
Inference at Production
Scale
Fundamentals of Deep
Learning*
Applications of AI for
Anomaly Detection*
(4 Hours)
(8 Hours)
(8 Hours)
Computer Vision for
Industrial Inspection*
Getting Started With AI on
NVIDIA Jetson Nano*
(8 Hours)
Building Video AI Applications
at the Edge on NVIDIA Jetson
Nano
(8 Hours)
(8 Hours)
Course Legend:
Self-Paced Mini Course
Applications of AI for
Predictive Maintenance*
(8 Hours)
10-60 Minutes
Self-Paced Short Course
2-4 Hours
Self-Paced Course
6-8 Hours
Synthetic Data Generation
for Training
Computer Vision Models
(3 Hours)
Instructor-Led Workshop
8 Hours
View the full catalog of courses here. For questions, contact us at nvdli@nvidia.com. These paths are suggestions and might be modified based on skill levels and desired outcomes.
© 2023 NVIDIA Corporation and affiliates. All rights reserved. NVIDIA constantly develops new courses and updates current content. Courses may be added and/or removed. Hyperlinks may change.
*
NVIDIA Certificate
of Competency
**
Digital badge
available
Braces indicated
alternate paths
New this month
5
Cybersecurity and Fraud Detection
For developers
Digital Fingerprinting With
Morpheus
(1 Hour)
Building AI-Based
Cybersecurity Pipelines
(8 Hours)
Course Legend:
Self-Paced Mini Course
10-60 Minutes
Self-Paced Short Course
2-4 Hours
Self-Paced Course
6-8 Hours
*
NVIDIA Certificate
of Competency
**
Digital badge
available
Braces indicated
alternate paths
Instructor-Led Workshop
8 Hours
View the full catalog of courses here. For questions, contact us at nvdli@nvidia.com. These paths are suggestions and might be modified based on skill levels and desired outcomes.
© 2023 NVIDIA Corporation and affiliates. All rights reserved. NVIDIA constantly develops new courses and updates current content. Courses may be added and/or removed. Hyperlinks may change.
6
Data Center Overview
For IT administrators
Overview
Introduction to AI
in the Data Center
(4 Hours)
Platform
Introduction to NVIDIA Bright
Cluster Manager
(3 Hours)
NVIDIA AI Enterprise
Administrator: Public Training
(12 Hours)
Data Center Management
Made Easy With
NVIDIA UFM
(3 Hours)
NVIDIA DGX SuperPOD
Administration: Private
Workshop
(12 Hours)
NVIDIA DGX Cloud
(3 Hours)
NVIDIA BlueField
DPU Administration
InfiniBand Essentials
NVIDIA Omniverse
Administration
(3 Hours)
NVIDIA License System
(4 Hours)
Compute
NVIDIA DGX BasePOD
Administration: Private
Workshop
(12 Hours)
Networking
Introduction to Networking
(1 Hour)
(4 Hours)
(2 Hours)
Networking Software
Introduction to NVIDIA
DOCA for DPUs
(2 Hours)
Network Administration With
NVIDIA Onyx Switch System
(3 Hours)
Linux Networking
Fundamentals
(6 Hours)
Fundamentals of RDMA
Programming
(4 Hours)
Course Legend:
Self-Paced Mini Course
10-60 Minutes
Self-Paced Short Course
2-4 Hours
Ansible Essentials for
Network Engineers
(2 Hours)
Self-Paced Course
6-8 Hours
Instructor-Led Workshop
8 Hours
*
NVIDIA Certificate
of Competency
**
Digital badge
available
Braces indicated
alternate paths
Certification
New this month
View the full catalog of courses here. For questions, contact us at nvdli@nvidia.com. These paths are suggestions and might be modified based on skill levels and desired outcomes.
© 2023 NVIDIA Corporation and affiliates. All rights reserved. NVIDIA constantly develops new courses and updates current content. Courses may be added and/or removed. Hyperlinks may change.
7
Data Center and Cloud
For IT administrators
Cluster Administration
Overview
Introduction to AI
in the Data Center
Introduction to AI in the Data
Center Certification**
(4 Hours)
(1 Hour)
Introduction to NVIDIA Bright
Cluster Manager
(3 Hours)
NVIDIA Bright Cluster
Manager
Administration
(5 Hours)
NVIDIA Bright Customer
Manager
Autoscaling Hybrid Cloud
(3 Hours)
Introduction to NVIDIA
DOCA for DPUs
(2 Hours)
Getting Started With NVIDIA
DOCA Flow
Data Center Management
Made Easy With
NVIDIA UFM
(3 Hours)
DGX
DPU and DOCA
NVIDIA DGX H100/A100
Administration: Private
Workshop
(12 Hours)
NVIDIA DGX BasePOD
Administration: Private
Workshop
(12 Hours)
NVIDIA DGX H100/A100
Administration: Public
Workshop
(12 Hours)
NVIDIAI DGX SuperPOD
Administration: Private
Workshop
(12 Hours)
NVIDIA DGX Cloud
(12 Hours)
NVIDIA BlueField
DPU Administration
(4 Hours)
(2 Hours)
NVIDIA AI Enterprise
Course Legend:
Self-Paced Mini Course
10-60 Minutes
NVIDIA AI Enterprise
Administrator: Public Training
(12 Hours)
NVIDIA AI Enterprise
Administration: Self-Paced
Course (7 Hours)
Self-Paced Short Course
2-4 Hours
Self-Paced Course
6-8 Hours
Instructor-Led Workshop
8 Hours
*
NVIDIA Certificate
of Competency
**
Digital badge
available
Braces indicated
alternate paths
Certification
New this month
View the full catalog of courses here. For questions, contact us at nvdli@nvidia.com. These paths are suggestions and might be modified based on skill levels and desired outcomes.
© 2023 NVIDIA Corporation and affiliates. All rights reserved. NVIDIA constantly develops new courses and updates current content. Courses may be added and/or removed. Hyperlinks may change.
8
Data Science
For developers
Accelerating Data
Engineering Pipelines*
(8 Hours)
Accelerating End-to-End
Data Science Workflows*
(8 Hours)
Fundamentals of Accelerated
Data Science*
Enhanced Data Science With
Efficient Workflows*
Building AI-Based
Cybersecurity Pipelines*
(8 Hours)
(8 Hours)
(8 Hours)
Course Legend:
Self-Paced Mini Course
10-60 Minutes
Self-Paced Short Course
2-4 Hours
Self-Paced Course
6-8 Hours
Instructor-Led Workshop
8 Hours
View the full catalog of courses here. For questions, contact us at nvdli@nvidia.com. These paths are suggestions and might be modified based on skill levels and desired outcomes.
© 2023 NVIDIA Corporation and affiliates. All rights reserved. NVIDIA constantly develops new courses and updates current content. Courses may be added and/or removed. Hyperlinks may change.
*
NVIDIA Certificate
of Competency
**
Digital badge
available
Braces indicated
alternate paths
New this month
9
Deep Learning
For developers
Building a Brain in
10 Minutes
(10 Minutes)
Optimized Vehicle Routing
(1 Hour)
Building Real-Time Video AI
Applications*
(8 Hours)
Disaster Risk Monitoring
Using Satellite Imagery*
(8 Hours)
Getting Started With Image
Segmentation
Getting Started With Deep
Learning
(8 Hours)*
Fundamentals of Deep
Learning*
(8 Hours)
(2 Hours)
Introduction to Graph
Neural Networks
(2 Hours)
Data Parallelism: How to Train
Deep Learning Models on
Multiple GPUs*
Model Parallelism: Building
and Deploying Large Neural
Networks*
(8 Hours)
(8 Hours)
Deploying a Model for
Inference at Production Scale
(4 Hours)
Building Intelligent
Recommender Systems*
(8 Hours)
Course Legend:
Modeling Time-Series Data
With Recurrent Neural
Networks in Keras
(2 Hours)
Self-Paced Mini Course
10-60 Minutes
Self-Paced Short Course
2-4 Hours
Self-Paced Course
6-8 Hours
Introduction to PhysicsInformed Machine Learning
With NVIDIA Modulus
(4 Hours)
Instructor-Led Workshop
8 Hours
View the full catalog of courses here. For questions, contact us at nvdli@nvidia.com. These paths are suggestions and might be modified based on skill levels and desired outcomes.
© 2023 NVIDIA Corporation and affiliates. All rights reserved. NVIDIA constantly develops new courses and updates current content. Courses may be added and/or removed. Hyperlinks may change.
*
NVIDIA Certificate
of Competency
**
Digital badge
available
Braces indicated
alternate paths
New this month
10
Edge Computing
For developers
Getting Started With AI on
NVIDIA Jetson Nano*
(8 Hours)
Building Video AI Applications
at the Edge on NVIDIA Jetson
Nano*
(8 Hours)
Integrating Sensors With
NVIDIA DRIVE
(2 Hours)
Optimized Vehicle Routing
(1 Hour)
Introduction to Robotic
Simulations in
NVIDIA Isaac Sim
(4 Hours)
Assemble a Simple Robot
in NVIDIA Issac Sim
(30 Minutes)
Course Legend:
Self-Paced Mini Course
10-60 Minutes
Self-Paced Short Course
2-4 Hours
Self-Paced Course
6-8 Hours
Instructor-Led Workshop
8 Hours
View the full catalog of courses here. For questions, contact us at nvdli@nvidia.com. These paths are suggestions and might be modified based on skill levels and desired outcomes.
© 2023 NVIDIA Corporation and affiliates. All rights reserved. NVIDIA constantly develops new courses and updates current content. Courses may be added and/or removed. Hyperlinks may change.
*
NVIDIA Certificate
of Competency
**
Digital badge
available
Braces indicated
alternate paths
New this month
11
Industry-Related Training
For developers
Healthcare and Life Sciences
Energy
Computer Vision for
Industrial Inspection*
Getting Started With
Deep Learning*
(8 Hours)
(8 Hours)
Data Parallelism: How to Train
Deep Learning Models on
Multiple GPUs*
Model Parallelism: Building
and Deploying Large Neural
Networks*
Applications of AI for
Predictive Maintenance*
Fundamentals of Deep
Learning*
(8 Hours)
(8 Hours)
(8 Hours)
(8 Hours)
Financial Services
Digital Fingerprinting With
NVIDIA Morpheus
(1 Hour)
Manufacturing
Transportation
Building AI-Based
Cybersecurity Pipelines*
Computer Vision for
Industrial Inspection*
Integrating Sensors With
NVIDIA DRIVE
(8 Hours)
(8 Hours)
(2 Hours)
Applications of AI for
Anomaly Detection*
Applications of AI for
Predictive Maintenance*
(8 Hours)
(8 Hours)
Building Intelligent
Recommender Systems*
(8 Hours)
Optimized Vehicle Routing
(1 Hour)
Course Legend:
Self-Paced Mini Course
10-60 Minutes
Self-Paced Short Course
2-4 Hours
Self-Paced Course
6-8 Hours
*
NVIDIA Certificate
of Competency
**
Digital badge
available
Braces indicated
alternate paths
Instructor-Led Workshop
8 Hours
View the full catalog of courses here. For questions, contact us at nvdli@nvidia.com. These paths are suggestions and might be modified based on skill levels and desired outcomes.
© 2023 NVIDIA Corporation and affiliates. All rights reserved. NVIDIA constantly develops new courses and updates current content. Courses may be added and/or removed. Hyperlinks may change.
12
Large Language Models and Generative AI
For developers
Get Started With Highly
Accurate Custom ASR for
Speech AI
(2 Hours)
Building Conversational AI
Applications*
(8 Hours)
Getting Started With Deep
Learning*
(8 Hours)
Fundamentals of Deep
Learning*
Building Transformer-Based
Natural Language Processing
Applications*
Data Parallelism: How to Train
Deep Learning Models on
Multiple GPUs*
Model Parallelism: Building
and Deploying Large Neural
Networks*
(8 Hours)
(8 Hours)
(8 Hours)
Deploying a Model for
Inference at Production Scale
(4 Hours)
(8 Hours)
Generative AI With
Diffusion Models*
(8 Hours)
Generative AI
Explained
(2 Hours)
Course Legend:
Self-Paced Mini Course
10-60 Minutes
Self-Paced Short Course
2-4 Hours
Self-Paced Course
6-8 Hours
Instructor-Led Workshop
8 Hours
View the full catalog of courses here. For questions, contact us at nvdli@nvidia.com. These paths are suggestions and might be modified based on skill levels and desired outcomes.
© 2023 NVIDIA Corporation and affiliates. All rights reserved. NVIDIA constantly develops new courses and updates current content. Courses may be added and/or removed. Hyperlinks may change.
*
NVIDIA Certificate
of Competency
**
Digital badge
available
Braces indicated
alternate paths
New this month
13
Large Language Models and Generative AI
For IT administrators
Overview
Introduction to AI in the
Data Center
Introduction to AI in the Data
Center Certification**
(4 Hours)
(1 Hour)
DPU and DOCA
Introduction to NVIDIA
DOCA for DPUs
(2 Hours)
Getting Started With NVIDIA
DOCA Flow
(2 Hours)
Course Legend:
Self-Paced Mini Course
10-60 Minutes
Self-Paced Short Course
2-4 Hours
Self-Paced Course
6-8 Hours
Instructor-Led Workshop
8 Hours
View the full catalog of courses here. For questions, contact us at nvdli@nvidia.com. These paths are suggestions and might be modified based on skill levels and desired outcomes.
© 2023 NVIDIA Corporation and affiliates. All rights reserved. NVIDIA constantly develops new courses and updates current content. Courses may be added and/or removed. Hyperlinks may change.
*
NVIDIA Certificate
of Competency
**
Digital badge
available
Braces indicated
alternate paths
Certification
14
Networking
For IT administrators
Overview
InfiniBand
Introduction to
Networking
(1 Hour)
InfiniBand Professional
(6 Hours)
Cumulus
InfiniBand Essentials
(2 Hours)
NVIDIA Cumulus Linux:
Private Customized
Workshop
Linux Networking
Fundamentals
(6 Hours)
(20 Hours)
InfiniBand Customized
Course
InfiniBand Professional
Certification**
(6 Hours)
(2 Hours)
Fundamentals of RDMA
Programming
(4 Hours)
NVIDIA Cumulus Linux:
Public Boot Camp
(12 Hours)
Network Administration With
NVIDIA Onyx Switch System
(3 Hours)
Course Legend:
RDMA Over Converged
Ethernet from A t oZ
(10 Hours)
Self-Paced Mini Course
10-60 Minutes
Self-Paced Short Course
2-4 Hours
Self-Paced Course
6-8 Hours
Instructor-Led Workshop
8 Hours
*
NVIDIA Certificate
of Competency
**
Digital badge
available
Braces indicated
alternate paths
Certification
New this month
View the full catalog of courses here. For questions, contact us at nvdli@nvidia.com. These paths are suggestions and might be modified based on skill levels and desired outcomes.
© 2023 NVIDIA Corporation and affiliates. All rights reserved. NVIDIA constantly develops new courses and updates current content. Courses may be added and/or removed. Hyperlinks may change.
15
Simulation, Data Modeling, and Design
For developers and IT administrators
OpenUSD
Simulation and
Synthetic Data
Extensions
Getting Started With USD for
Collaborative 3D Workflows
(2 Hours)
Essentials of Developing
NVIDIA Omniverse
Kit Applications
(2 Hours)
Introduction to Robotic
Simulations in
NVIDIA Isaac Sim
(4 Hours)
Essentials of USD in NVIDIA
Omniverse
(2 Hours)
Build Beautiful, Custom UI for
3D Tools on NVIDIA
Omniverse
(90 Minutes)
Bootstrapping Computer
Vision Models With
Synthetic Data*
(8 Hours)
Easily Develop Advanced 3D
Layout Tools on NVIDIA
Omniverse
(90 Minutes)
Develop, Customize, and
Publish in NVIDIA Omniverse
With Extensions
(8 Hours)
Assemble a Simple Robot in
NVIDIA Issac Sim
(30 Minutes)
How to Build Custom 3D
Scene Manipulator Tools on
NVIDIA Omniverse
(90 Minutes)
Generative AI
Generative AI
Explained
(2 Hours)
Course Legend:
Self-Paced Mini Course
10-60 Minutes
Self-Paced Short Course
2-4 Hours
For IT Administrators
Self-Paced Course
6-8 Hours
Instructor-Led Workshop
NVIDIA Omniverse
Enterprise Administration
(6.5 Hours)
8 Hours
View the full catalog of courses here. For questions, contact us at nvdli@nvidia.com. These paths are suggestions and might be modified based on skill levels and desired outcomes.
© 2023 NVIDIA Corporation and affiliates. All rights reserved. NVIDIA constantly develops new courses and updates current content. Courses may be added and/or removed. Hyperlinks may change.
*
NVIDIA Certificate
of Competency
**
Digital badge
available
Braces indicated
alternate paths
New this month
16