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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    Build Session-Based Recommenders

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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    Train a BERT Model for Natural Language Processing

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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    Accelerating Apache Spark With Zero Code Changes

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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    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

    Take This Lab
    cuOpt for AI-Accelerated Dynamic Route Optimization

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

    Take This Lab
    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

    Take This Lab
    Annotate and Adapt Medical Imaging Models With MONAI

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

    Take This Lab
    Parabricks for Accelerated Genomic Analysis

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

    Take This Lab
    Build Streaming Medical AI Pipelines Using Holoscan

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

    Take This Lab
    Build an AI Center of Excellence with Base Command

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

    Take This Lab
    Train Medical Imaging Models Using Base Command

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

    Take This Lab

    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.

    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.

    Get Started
    Corporate Information
    Get Involved
    News & Events