Free Hands-On Labs

Get Started with AI

Kick-start your AI journey with short-term access to NVIDIA AI labs—for free.

Experience Accelerated AI

From building AI-powered chatbots and sentiment analysis models to deploying fraud detection XGBoost models, see firsthand how to build these AI solutions from beginning to end. With NVIDIA-hosted infrastructure, software, and datasets, you can access any of these labs without needing to set up your own environment or bring your own data.

Choose Your Desired Lab to Get Started

View all of the hands-on AI labs available through NVIDIA LaunchPad.

Experience Advanced Video and Vision AI Solutions with NVIDIA L4

FEATURED

Experience Advanced Video and Vision AI Solutions with NVIDIA L4

Best for: AI practitioners, developers
Included products: NVIDIA-Certified Systems, NVIDIA Metropolis
Included technologies: Metropolis Microservices, NVIDIA DeepStream, NVIDIA TAO, TensorRT, Triton, UCF

Next Item Prediction

FEATURED

Next Item Prediction

Best for: AI practitioners, developers
Included products: NVIDIA-Certified Systems, NVIDIA AI Enterprise
Included technologies: NVIDIA Merlin, NVIDIA RAPIDS, cuDF, NVIDIA Triton Inference Server

Build Vision AI Streaming Apps in Minutes with NVIDIA DeepStream

FEATURED

Build Vision AI Streaming Apps in Minutes with NVIDIA DeepStream

Best for: AI practitioners, developers
Included products: NVIDIA Metropolis
Included technologies: NVIDIA DeepStream, TensorRT

Develop and Tune Computer Vision Models Using NVIDIA TAO AutoML

FEATURED

Develop and Tune Computer Vision Models Using NVIDIA TAO AutoML

Best for:  AI practitioners, developers
Included products: NVIDIA-Certified Systems, NVIDIA AI Enterprise
Included technologies: NVIDIA Merlin, NVIDIA RAPIDS, cuDF, NVIDIA Triton Inference Server NVIDIA TAO

Optimize AI and Data Science Workloads (VMware Tanzu)

Best for: Virtualization administrator 
Included products: NVIDIA AI Enterprise, VMware vSphere with Tanzu, NVIDIA-Certified Systems
Included technologies: NVIDIA operators, Kubernetes

Optimize AI and Data Science Workloads (Red Hat OpenShift)

Best for: IT administrator
Included products: NVIDIA AI Enterprise, Red Hat OpenShift, NVIDIA-Certified Systems
Included technologies: NVIDIA operators, Kubernetes

Build Session-Based Recommenders

Best for: AI practitioners, developers
Included products: NVIDIA Merlin, NVIDIA AI Enterprise
Included technologies: NVIDIA Merlin Transformers4Rec

Intelligent Virtual Assistant

Best for: AI practitioners, developers
Included products: NVIDIA Riva, NVIDIA AI Enterprise, NVIDIA-Certified Systems
Included technologies: NVIDIA Riva ASR and TTS APIs

Audio Transcription

Best for: AI practitioners, developers
Included products: NVIDIA Riva, NVIDIA AI Enterprise, NVIDIA-Certified Systems
Included technologies: NVIDIA Riva ASR and TTS APIs

Customizing Text-to-Speech With NVIDIA Riva

Best for: AI practitioners
Included products: NVIDIA Riva, NVIDIA AI Enterprise
Included technologies: NVIDIA Riva, NVIDIA TAO, NGC

Build AI-Based Cybersecurity Solutions

Best for: AI practitioners 
Included products: NVIDIA Morpheus, NVIDIA-Certified Systems 
Included technologies: NVIDIA RAPIDS, Cyber Log Accelerators, NVIDIA Triton Inference Server, NVIDIA TensorRT

Digital Fingerprinting to Detect Anomalies

Best for: AI practitioners
Included products: NVIDIA-Certified Systems, NVIDIA AI Enterprise
Included technologies: NVIDIA Morpheus, NVIDIA RAPIDS, Cyber Log Accelerators, NVIDIA Triton Inference Server, NVIDIA TensorRT

Physics-Informed Machine Learning With NVIDIA Modulus

Best for:Developers
Included products: NVIDIA AI Enterprise, NVIDIA Omniverse, NVIDIA Modulus, NVIDIA-Certified Systems
Included technologies: NVIDIA Modulus, Pytorch, NVIDIA Omniverse Create and View

Synthetic Data Generator for Tabular Data

Best for:  AI practitioners
Included products:  NVIDIA AI Enterprise, NVIDIA RAPIDS, VMware vSphere, NVIDIA-Certified Systems
Included technologies: NVIDIA RAPIDS, Pytorch, NeMo framework

Train and Deploy an AI Support Chatbot

Best for:  AI practitioners
Included products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
Included technologies: TensorFlow, NVIDIA TensorRT, NVIDIA Triton Inference Server

Train AI Image Classification Models (VMware vSphere)

Best for: AI practitioners
Included products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
Included technologies: TensorFlow, NVIDIA Triton Inference Server

Predict Prices with Accelerated Data Processing

Best for: Data scientist, data engineer 
Included products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
Included technologies: NVIDIA RAPIDS, Dask, XGBoost

Scale Data Science with Domino Data Lab

Best for: Data scientist, data engineer, machine learning engineer, business analysts
Included products: NVIDIA AI Enterprise, NVIDIA-Certified Systems, Domino Enterprise MLOps Platform
Included technologies: NVIDIA RAPIDS, NVIDIA Triton Inference Server, PyTorch, XGBoost

Data Processing, Tokenization, and Sentiment Analysis

Best for: Data scientist, data engineer
Included products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
Included technologies: NVIDIA RAPIDS, pandas, PyTorch, NVIDIA Triton Inference Server

Train a BERT Model for Natural Language Processing

Best for: AI practitioners
Included products: NVIDIA Base Command, NVIDIA DGX
Included technologies: BERT, PyTorch

Train a Large-Scale NLP Model With NeMo Framework

Best for: AI practitioners
Included products: NVIDIA Base Command, NVIDIA DGX
Included technologies: NVIDIA NeMo framework, PyTorch

Interact With Real-Time Speech AI APIs

Best for: AI practitioners
Included products: NVIDIA Riva, NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
Included technologies: NVIDIA Riva ASR and TTS APIs

Add Speech to a Conversational AI Application

Best for: AI practitioners
Included products: NVIDIA Riva, NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
Included technologies: NVIDIA Riva ASR and TTS APIs, virtual assistant application

Deploy Vision AI at the Edge of the Network

Best for: IT administrators
Included products: NVIDIA Metropolis, NVIDIA Fleet Command, NVIDIA-Certified Systems
Included technologies: NVStreamer

Deploy Fraud Detection XGBoost Model With NVIDIA Triton

Best for: AI practitioners 
Included products: NVIDIA AI Enterprise, NVIDIA RAPIDS, VMware vSphere, VMware Tanzu, NVIDIA-Certified Systems
Included technologies: NVIDIA RAPIDS, NVIDIA Triton Inference Server

Develop a Computer Vision Custom Object Detection Model

Best for: AI practitioners, developers
Included products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
Included technologies: NVIDIA TAO Toolkit, DeepStream, TensorBoard, NVIDIA TensorRT

Customizing ASR With NVIDIA Riva

Best for: AI practitioners
Included products: NVIDIA AI Enterprise, NVIDIA Riva, VMware vSphere, NVIDIA-Certified Systems
Included technologies: NVIDIA Riva ASR

Accelerating Apache Spark With Zero Code Changes

Best for: AI practitioners
Included products: NVIDIA RAPIDS, NVIDIA-Certified Systems
Included technologies: Apache Spark, NVIDIA RAPIDS

Deploy an End-to-End AI Workload Using a Helm Chart

Best for: AI practitioners 
Included products: NVIDIA AI Enterprise, Red Hat OpenShift, NVIDIA-Certified Systems
Included technologies: NVIDIA operators, Kubernetes, NVIDIA Triton Inference Server

Multi-Node Training for AI on Kubernetes (VMware Tanzu)

Best for: AI practitioners 
Included products: NVIDIA AI Enterprise, VMware vSphere, VMware Tanzu, NVIDIA-Certified Systems
Included technologies: NVIDIA operators, Kubernetes

Tuning and Deploying a Language Model on NVIDIA H100

Best for: AI practitioners 
Included products: NVIDIA AI Enterprise, NVIDIA-Certified Systems 
Included technologies: PyTorch, NVIDIA Triton Inference Server, AI Workspace Operator

cuOpt for AI-Accelerated Dynamic Route Optimization

Best for: AI practitioners 
Included products: NVIDIA cuOpt 
Included technologies: NVIDIA RAPIDS

Train and Deploy Large Language Models for Drug Discovery

Best for: AI drug discovery researchers
Included products: NVIDIA BioNeMo service
Included technologies: RAPIDS, NVIDIA NeMo framework

Annotate and Adapt Medical Imaging Models With MONAI

Best for: AI practitioners
Included products: MONAI Label, PyTorch
Included technologies: MONAI, PyTorch

Parabricks for Accelerated Genomic Analysis

Best for: Bioinformaticians
Included products: NVIDIA Parabricks, NVIDIA AI Enterprise
Included technologies: NVIDIA Parabricks

Build Streaming Medical AI Pipelines Using Holoscan

Best for: Developers
Included products: NVIDIA AI Enterprise
Included technologies: NVIDIA Holoscan, NVIDIA GXF

Build an AI Center of Excellence with Base Command

Best for: AI practitioners 
Included products: NVIDIA Base Command, NVIDIA DGX
Included technologies: NVIDIA NGC

Train Medical Imaging Models Using Base Command

Best for: AI practitioners 
Included products: NVIDIA Base Command, NVIDIA DGX, MONAI
Included technologies: PyTorch

Each lab comes with world-class service and support.

Here’s What You Can Expect From NVIDIA LaunchPad Labs

A Hands-On Experience

Take curated labs that walk you through the entire process, from infrastructure optimization to application deployment.

Ready-to-Use Infrastructure

Test and prototype on ready-to-use infrastructure that’s hosted at Equinix and available to you for up to two weeks.

Assistance From Experts

Learn from documented, self-paced experiences and access assistance from NVIDIA experts when you need it.

Confident Design and Purchase Decisions

After using NVIDIA LaunchPad, you’ll make more confident design and purchase decisions to accelerate your journey.

Choose a lab from above to get access.