Free Hands-On Labs

Get Started with AI

Kick-start your AI journey with immediate, 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 immediately 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.

Build Session-Based Recommenders

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

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

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

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

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

Digital Fingerprinting to Detect Anomalies

Best for: AI practitioners

Included products: NVIDIA Base Command, NVIDIA DGX

Included technologies: BERT, PyTorch

Take This Lab
Physics-Informed Machine Learning with NVIDIA Modulus

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, Omniverse Create and View

Take This Lab
Synthetic Data Generator for Tabular Data

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 and Megatron Language Modeling

Take This Lab
Train and Deploy an AI Support Chatbot

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)

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

Predict Prices With Accelerated Data Processing

Best for: Data scientists, data engineers

Included products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems

Included technologies: RAPIDS, Dask, XGBoost

Take This Lab
Scale Data Science with Domino Data Lab

Scale Data Science With Domino Data Lab

Best for: Data scientists, data engineers, machine learning engineers, business analysts

Included products: NVIDIA AI Enterprise, NVIDIA-Certified Systems, Domino Enterprise MLOps Platform

Included technologies: RAPIDS, NVIDIA Triton Inference Server, PyTorch, XGBoost

Take This Lab
Data Processing, Tokenization, & Sentiment Analysis

Data Processing, Tokenization, and Sentiment Analysis

Best for: Data scientists, data engineers

Included products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems

Included technologies: RAPIDS, pandas, PyTorch, NVIDIA Triton Inference Server

Take This Lab
Train a BERT Model for Natural Language Processing

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 Megatron

Train a Large-Scale NLP Model With NeMo Megatron

Best for: AI practitioners

Included products: NVIDIA Base Command, NVIDIA DGX

Included technologies: NVIDIA NeMo Megatron, PyTorch

Take This Lab
Interact with Real-Time Speech AI APIs

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

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

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

Deploy Fraud Detection XGBoost Model With NVIDIA Triton

Best for: AI practitioners

Included products: NVIDIA AI Enterprise, RAPIDS, VMware vSphere, VMware Tanzu, NVIDIA-Certified Systems

Included technologies: RAPIDS, NVIDIA Triton Inference Server

Take This Lab
Develop a Computer Vision Custom Object Detection Model

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

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

Accelerating Apache Spark With Zero Code Changes

Best for: AI practitioners

Included products: RAPIDS, NVIDIA-Certified Systems

Included technologies: Apache Spark, RAPIDS

Take This Lab
Deploy an End-to-End AI Workload Using a Helm Chart

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)

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 H100

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

cuOpt for AI-Accelerated Dynamic Route Optimization

Best for: AI practitioners

Included products: NVIDIA cuOpt

Included technologies: RAPIDS

Take This Lab
Train and Deploy Large Language Models for Drug Discovery

Train and Deploy Large Language Models for Drug Discovery

Best for: AI drug discovery researchers

Included products: BioNeMo

Included technologies: NVIDIA RAPIDS, NVIDIA NeMo Megatron

Take This Lab
Annotate and Adapt Medical Imaging Models with MONAI

Annotate and Adapt Medical Imaging Models With MONAI

Best for: AI practitioners

Included products: MONAI Label, PyTorch, NVIDIA DGX, NVIDIA Base Command

Included technologies: MONAI, PyTorch

Take This Lab
Clara Parabricks for Accelerated Genomic Analysis

Clara Parabricks for Accelerated Genomic Analysis

Best for: Bioinformaticians

Included products: NVIDIA Clara Parabricks, NVIDIA AI Enterprise

Included technologies: NVIDIA Clara Parabricks

Take This Lab
Building Streaming Medical AI pipelines using Clara Holoscan

Build Streaming Medical AI Pipelines Using Clara Holoscan

Best for: Developers

Included products: NVIDIA AI Enterprise

Included technologies: NVIDIA Clara Holoscan, NVIDIA GXF

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

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

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

A Hands-On Experience

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

Ready-to-Use Infrastructure

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

Assistance from Experts

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

Confident Design and Purchase Decisions

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 Immediate Access

Get Started
Corporate Information
Get Involved
News & Events