## Generative AI and LLM Learning Paths Learn how to build and deploy generative AI-powered solutions. Elevate your technical skills in gen AI and large language models (LLMs) with our comprehensive learning paths. One path is designed for developers to learn how to build and optimize solutions using gen AI and LLMs. The other path for administrators is tailored to teach how to configure and support the infrastructure needed for advanced AI systems. ## Learning Path for Developers ## Generative AI Training Choose the topics and courses that best match your learning needs. **Share** Share Facebook LinkedIn Twitter Copy Link Copied to clipboard. ## Foundational (4) [Self-Paced Course #### Generative AI Explained Free 2 hours](https://courses.nvidia.com/courses/course-v1:DLI+S-FX-07+V1/) [Self-Paced Course #### Building a Brain in 10 Minutes Free 10 minutes](https://courses.nvidia.com/courses/course-v1:DLI+T-FX-01+V1/) [Self-Paced Course #### Getting Started With Deep Learning\* $90 8 hours Certificate available Also available as an instructor-led workshop](https://courses.nvidia.com/courses/course-v1:DLI+S-FX-01+V1/) [Self-Paced Course #### Introduction to Transformer-Based Natural Language Processing $90 8 hours Certification available Also available as an instructor-led workshop](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-08+V1) \* Some courses cover similar content. Please choose either a "Getting Started" course or a "Fundamentals" course. ## Building Applications With LLMs (5) [Instructor-Led Workshop #### Building Transformer-Based Natural Language Processing Applications $500 8 hours Certificate available](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+C-FX-03+V3) [Instructor-Led Workshop #### Building Conversational AI Applications $500 8 hours Certificate available](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+C-FX-06+V2) [Self-Paced Course #### Building LLM Applications With Prompt Engineering $90 8 hours Certificate available Also available as an instructor-led workshop](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-12+V2) [Self-Paced Course #### Rapid Application Development Using Large Language Models $90 8 hours Certificate available Also available as an instructor-led workshop](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-26+V1) [Instructor-Led Workshop #### Building AI Agents With Multimodal Models $500 8 hours Certificate available](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+C-FX-17+V1) ## Retrieval-Augmented Generation (4) [Self-Paced Course #### Augment Your LLM Using Retrieval-Augmented Generation Free 1 hour](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-16+V1) [Self-Paced Course #### Building RAG Agents With LLMs Free 8 hours Certificate available Also available as an instructor-led workshop](https://courses.nvidia.com/courses/course-v1:DLI+S-FX-15+V1/) [Self-Paced Course #### Evaluating RAG and Semantic Search Systems $30 3 hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-32+V1) [Self-Paced Course #### Techniques for Improving the Effectiveness of RAG Systems $30 4 hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-20+V1) ## Data Generation (4) [Self-Paced Course #### Generative AI With Diffusion Models $90 8 hours Certificate available Also available as an instructor-led workshop](https://courses.nvidia.com/courses/course-v1:DLI+S-FX-14+V1/) [Self-Paced Course #### Getting Started With NVIDIA Tools for Generative AI in Digital Health $90 8 hours Certificate available](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-HX-03+V1) [Self-Paced Course #### Streamlining Drug Discovery With NVIDIA BioNeMo NIM Microservices and Blueprints $500 8 hours Certificate available](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-HX-04+V1) [Self-Paced Course #### Synthetic Tabular Data Generation Using Transformers $30 4 hours](https://courses.nvidia.com/courses/course-v1:DLI+S-FX-09+V1/) ## Data Curation, Model Customization, and Large-Scale Training (5) [Self-Paced Course #### Introduction to Multimodal Data Curation Free 1 hour](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-27+V1) [Self-Paced Course #### Domain-Adaptive Pre-Training: Tailoring LLMs for Specialized Applications $30 4 hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-33+V1) [Self-Paced Course #### Evaluation and Light Customization of Large Language Models $90 3 hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-34+V1) [Instructor-Led Workshop #### Adding New Knowledge to LLMs $500 8 hours Certificate available](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+C-FX-26+V1) [Instructor-Led Workshop #### Model Parallelism: Building and Deploying Large Neural Networks $500 8 hours Certificate available](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+C-FX-07+V1) ## Inference and Deployment (4) [Self-Paced Course #### Introduction to NVIDIA NIM Microservices Free 2 hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-23+V1) [Self-Paced Course #### Sizing LLM Inference Systems $30 3 hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-18+V1) [Self-Paced Course #### Introduction to Deploying RAG Pipelines for Production at Scale $90 4 hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-FX-19+V1) [Instructor-Led Workshop #### Deploying RAG Pipelines for Production at Scale $500 8 hours Certificate available](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+C-FX-18+V1) ## Agentic AI (1) [Instructor-Led Workshop #### Building Agentic AI Applications With LLMs $500 8 hours Certificate available](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+C-FX-25+V1) ## Learning Path for Administrators ## Infrastructure for Generative AI and Large Language Model Training Choose the topics and courses that best match your learning needs. **Share** Share Facebook LinkedIn Twitter Copy Link Copied to clipboard. ## Overview (3) [Self-Paced Course #### AI Infrastructure and Operations Fundamentals $50 7 hours [Certification available](https://www.nvidia.com/en-us/learn/certification/ai-infrastructure-operations-associate.md)](https://academy.nvidia.com/en/course/ai-infrastructure-operations-fundamentals/?cm=64727) [Self-Paced Course #### AI for All: From Basics to Gen AI Practice Free 2.5 hours](https://academy.nvidia.com/en/course/ai-for-all-from-basics-to-genai-practice/?cm=81220) [Instructor-Led Workshop #### AI Infrastructure and Operations Professional - Public $5,500 40+ hours [Certification available](https://www.nvidia.com/en-us/learn/certification.md)](https://academy.nvidia.com/en/) ## NVIDIA AI Enterprise (3) [Self-Paced Course #### NVIDIA AI Enterprise Administrator for VMware vSphere Deployment $100 8 hours](https://academy.nvidia.com/en/course/nvidia-ai-enterprise-administration/?cm=55144) [Self-Paced Course #### NVIDIA AI Enterprise for Azure Professionals $100 9.5 hours](https://academy.nvidia.com/en/course/nvidia-ai-enterprise-for-azure-professionals/?cm=89013) [Self-Paced Course #### NVIDIA RAPIDS Accelerator for Apache Spark $30 2 hours](https://learn.nvidia.com/courses/course-detail?course_id=course-v1:DLI+S-DS-02+V1) ## NVIDIA DGX (4) [Instructor-Led Workshop #### NVIDIA DGX System Administration - Private Contact us for pricing. 12 hours](https://academy.nvidia.com/en/dgx-adminstration/) [Instructor-Led Workshop #### NVIDIA DGX System Administration - Public $1,500 12 hours](https://academy.nvidia.com/en/dgx-admin-public/) [Instructor-Led Workshop #### NVIDIA DGX BasePOD Administration - Private Contact us for pricing. 12 hours](https://academy.nvidia.com/en/dgxbasepod-administration/) [Instructor-Led Workshop #### NVIDIA DGX SuperPOD Administration - Private Contact us for pricing. 12 hours](https://academy.nvidia.com/en/dgx-spod-administration-training/) ## Introduction to Networking (2) [Self-Paced Course #### Introduction to Networking Free 1 hour](https://academy.nvidia.com/en/course/introduction-to-networking/?cm=51347) [Self-Paced Course #### InfiniBand Essentials Free 1.5 hours](https://academy.nvidia.com/en/course/infiniband-essentials/?cm=244) ## Additional Recommended Training (4) [Self-Paced Course #### Base Command Manager Administration $50 3 hours](https://academy.nvidia.com/en/course/base-command-manager-administration/?cm=87077) [Self-Paced Course #### Data Center Management Made Easy With NVIDIA UFM Contact us for pricing. 3 hours](https://academy.nvidia.com/en/course/ufm/?cm=261) [Self-Paced Course #### Introduction to NVIDIA DOCA for DPUs Free 2 hours](https://courses.nvidia.com/courses/course-v1:DLI+S-NP-01+V1/) [Self-Paced Course #### Getting Started With NVIDIA DOCA Flow Free 1 hour](https://courses.nvidia.com/courses/course-v1:DLI+S-NP-02+V1/) These paths are suggestions and might be modified based on skill levels and desired outcomes. © 2025 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. ## Ready to Get NVIDIA Certified? Take the next step in your career with Gen AI or AI Infrastructure certification from NVIDIA. [Learn More](https://www.nvidia.com/en-us/learn/certification.md) Interested in a particular topic? View our full set of learning paths to see the recommended sequence of courses to take. [View All Learning Paths](https://nvdam.widen.net/s/brxsxxtskb/dli-learning-journey-2009000-r5-web) ## Team Training for Generative AI and LLM Connect with an NVIDIA training advisor to tailor a specialized program for your team. We’ll collaboratively design a customized training plan that aligns with your business goals and addresses your team’s specific learning needs. [Connect With a Training Advisor](https://www.nvidia.com/en-us/learn/organizations/request.md)