Generative AI and LLM Learning Paths

Learn how to build and deploy gen AI-powered solutions.

Overview
Path for Developers
Path for Administrators
Certification
Contact Us

Overview
Path for Developers
Path for Administrators
Certification
Contact Us

Elevate your technical skills in generative AI (gen AI) and large language models (LLM) with our comprehensive learning paths. One path is designed for developers to learn how to build and optimize solutions using gen AI and LLM. 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.

Generative AI and LLM Learning Paths

Learning Path for Developers

Generative AI Training

Foundational (4)

Generative AI Explained

Fundamentals of Deep Learning*

Getting Started With Deep Learning*

AI for All: From Basics to Generative AI Practice

Application Specific (5)

Introduction to Transformer-Based Natural Language Processing

Building Conversational AI Applications

Applications of AI for Anomaly Detection

Building Transformer-Based Natural Language Processing Applications

Applications of AI for Predictive Maintenance

Generative AI (14)

Rapid Application Development Using Large Language Models

Efficient Large Language Model (LLM) Customization

Synthetic Tabular Data Generation Using Transformers

Generative AI With Diffusion Models

Generative AI With Diffusion Models

Augment Your LLM Using Retrieval-Augmented Generation

Building RAG Agents With LLMs

Building RAG Agents With LLMs

Techniques for Improving the Effectiveness of RAG

Introduction to NVIDIA NIM Microservices

Rapid Application Development Using Large Language Models

Building AI Agents with Multimodal Models

Building LLM Applications with Prompt Engineering

Building LLM Applications with Prompt Engineering

Scaled Production (5)

Deploying a Model for Inference at Production Scale

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

Model Parallelism: Building and Deploying Large Neural Networks

Introduction to Deploying RAG Pipelines for Production at Scale

Sizing LLM Inference Systems

Learning Path for Administrators

Infrastructure for Generative AI and Large Language Model Training

Overview (1)

AI Infrastructure and Operations Fundamentals

NVIDIA AI Enterprise (4)

NVIDIA AI Enterprise Administrator

NVIDIA AI Enterprise Administrator - Public

NVIDIA AI Enterprise Administrator - Private

NVIDIA RAPIDS™ Accelerator for Apache Spark

NVIDIA DGX (4)

NVIDIA DGX™ System Administration - Private

NVIDIA DGX System Administration - Public

NVIDIA DGX BasePOD™ Administration - Private

NVIDIA DGX SuperPOD™ Administration - Private

Introduction to Networking (2)

Introduction to Networking

InfiniBand Essentials

Additional Recommended Training (4)

Base Command Manager Administration

Data Center Management Made Easy With NVIDIA® UFM®

Introduction to NVIDIA DOCA™ for DPUs

Getting Started With NVIDIA DOCA Flow

Certification Exams

NVIDIA Certified Associate: Generative AI LLM

NVIDIA Certified Associate: Generative AI Multimodal

NVIDIA Certified Associate: AI Infrastructure and Operations

NVIDIA Certified Professional: AI Infrastructure

NVIDIA Certified Professional: AI Operations

Team Training for Generative AI and LLM