Experience Free
Hands-On Labs

Instantly experience end-to-end workflows for AI, data science, 3D design collaboration, and more.

What is NVIDIA LaunchPad?

NVIDIA LaunchPad is a free program that provides users short-term access to a large catalog of hands-on labs. Now enterprises and organizations can immediately tap into the necessary hardware and software stacks to experience end-to-end solution workflows in the areas of AI, data science, 3D design collaboration and simulation, and more.

LaunchPad helps developers, designers, and IT professionals speed up the creation and deployment of modern, data-intensive applications. After quick testing and prototyping, the same complete stack can be deployed for production workflows, so more confident software and infrastructure decisions can be made.

 

Get immediate access to hands-on labs.

Ready for a hands-on experience with NVIDIA software solutions? Pick a lab to begin your journey.

  • All
  • AI
  • Data Science
  • 3D Design Collaboration and Simulation
  • Infrastructure Optimization
Physics-Informed Machine Learning with NVIDIA Modulus

Physics-Informed Machine Learning with NVIDIA Modulus

Best for: AI practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, NVIDIA Omniverse, NVIDIA Modulus, NVIDIA-Certified Systems
  • 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 practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, NVIDIA RAPIDS, VMware vSphere, NVIDIA-Certified Systems
  • 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 practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
  • 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 practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
  • Technologies: TensorFlow, 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 practitioner

What’s included:

  • Products: NVIDIA Base Command, NVIDIA DGX
  • 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 practitioner

What’s included:

  • Products: NVIDIA Base Command, NVIDIA DGX
  • Technologies: NVIDIA NeMo Megatron, PyTorch
Take This Lab
Deploy Vision AI at the Edge of the Network

Deploy Vision AI at the Edge of the Network

Best for: IT administrator

What’s included:

  • Products: NVIDIA Metropolis, NVIDIA Fleet Command, NVIDIA-Certified Systems
  • Technologies: NVStreamer
Take This Lab
Interact with Real-Time Speech AI APIs

Interact with Real-Time Speech AI APIs

Best for: AI practitioner

What’s included:

  • Products: NVIDIA Riva, NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
  • 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 practitioner

What’s included:

  • Products: NVIDIA Riva, NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
  • Technologies: NVIDIA Riva ASR and TTS APIs, virtual assistant application
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 practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, Red Hat OpenShift, NVIDIA-Certified Systems
  • Technologies: NVIDIA operators, Kubernetes, NVIDIA Triton Inference Server
Take This Lab
Build AI-Based Cybersecurity Solutions

Build AI-Based Cybersecurity Solutions

Best for: AI practitioner

What’s included:

  • Products: NVIDIA Morpheus, NVIDIA-Certified Systems
  • Technologies: NVIDIA RAPIDS, Cyber Log Accelerators, NVIDIA Triton Inference Server, NVIDIA TensorRT
Take This Lab
Develop a Computer Vision Custom Object Detection Model

Develop a Computer Vision Custom Object Detection Model

Best for: AI practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
  • Technologies: NVIDIA TAO Toolkit, TensorBoard, DeepStream, NVIDIA Triton Inference Server
Take This Lab
Customizing ASR with NVIDIA Riva

Customizing ASR with NVIDIA Riva

Best for: AI practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, NVIDIA Riva, VMware vSphere, NVIDIA-Certified Systems
  • Technologies: Riva ASR
Take This Lab
Tuning and Deploying a language model on H100

Tuning and Deploying a Language Model on NVIDIA H100

Best for: AI practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, NVIDIA-Certified Systems 
  • Technologies: PyTorch, NVIDIA Triton Inference Server, AI Workspace Operator
Take This Lab
Build An AI Center of Excellence with Base Command

Build An AI Center of Excellence with Base Command

Best for: AI practitioner

What’s included:

  • Products: NVIDIA Base Command, NVIDIA DGX
  • Technologies: NVIDIA NGC
Take This Lab
Train Medical Imaging Models Using Base Command

Train Medical Imaging Models Using Base Command

Best for: AI practitioner

What’s included:

  • Products: NVIDIA Base Command, NVIDIA DGX, MONAI
  • Technologies: PyTorch
Take This Lab
Annotate and Adapt Medical Imaging Models with MONAI

Annotate and Adapt Medical Imaging Models with MONAI

Best for: AI practitioner

What’s included:

  • Products: MONAI Label, NVIDIA-Certified Systems
  • Technologies: MONAI, PyTorch
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

What’s included:

  • Products: BioNeMo
  • Technologies: NVIDIA RAPIDS, NVIDIA NeMo Megatron
Take This Lab
Clara Parabricks for Accelerated Genomic Analysis

Clara Parabricks for Accelerated Genomic Analysis

Best for: Bioinformaticians

What’s included:

  • Products: Clara Parabricks NVIDIA AI Enterprise
  • Technologies: Clara Parabricks
Take This Lab
Building Streaming Medical AI pipelines using Clara Holoscan

Build Streaming Medical AI pipelines using Clara Holoscan

Best for: Developer

What’s included:

  • Products: NVIDIA AI Enterprise
  • Technologies: NVIDIA Clara Holoscan, NVIDIA GXF
Take This Lab
Predict Prices with Accelerated Data Processing

Predict Prices with Accelerated Data Processing

Best for: Data scientist, data engineer

What’s included:

  • Products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
  • Technologies: NVIDIA RAPIDS, Dask, XGBoost
Take This Lab
Data Processing, Tokenization, & Sentiment Analysis

Data Processing, Tokenization, & Sentiment Analysis

Best for: Data scientist, data engineer

What’s included:

  • Products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
  • Technologies: NVIDIA RAPIDS, pandas, PyTorch, NVIDIA Triton Inference Server
Take This Lab
Scale Data Science with Domino Data Lab

Scale Data Science with Domino Data Lab

Best for: Data scientist, data engineer, machine learning engineer, business analysts

What’s included:

  • Products: NVIDIA AI Enterprise, NVIDIA-Certified Systems, Domino Enterprise MLOps Platform
  • Technologies: NVIDIA RAPIDS, NVIDIA Triton Inference Server, PyTorch, XGBoost
Take This Lab
Deploy Fraud Detection XGBoost Model with NVIDIA Triton

Deploy Fraud Detection XGBoost Model with NVIDIA Triton

Best for: AI practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, NVIDIA RAPIDS, VMware vSphere, VMware Tanzu, NVIDIA-Certified Systems
  • Technologies: NVIDIA RAPIDS, NVIDIA Triton Inference Server
Take This Lab
Accelerating Apache Spark with Zero Code Changes

Accelerating Apache Spark with Zero Code Changes

Best for: AI practitioner

What’s included:

  • Products: NVIDIA RAPIDS, NVIDIA-Certified Systems
  • Technologies: Apache Spark, NVIDIA RAPIDS
Take This Lab
Enables near real-time routing optimizations.

cuOpt for AI-Accelerated Dynamic Route Optimization

Best for: AI practitioner

What’s included:

  • Products: NVIDIA cuOpt 
  • Technologies: NVIDIA RAPIDS
Take This Lab
Real-Time 3D Design Collaboration

Build a 3D Scene and Collaborate in Full Fidelity

Best for: 3D designer

What’s included:

  • Products: NVIDIA Omniverse Enterprise (Enterprise Nucleus Server, Omniverse Create and View), NVIDIA RTX Virtual Workstation, NVIDIA-Certified Systems
  • Technologies: NVIDIA Omniverse RTX Renderer, NVIDIA PhysX, NVIDIA MDL
Take This Lab
Review Photorealistic 3D Design Projects

Review, Annotate, and Navigate a Final 3D Scene

Best for: Project reviewer

What’s included:

  • Products: NVIDIA Omniverse Enterprise (Enterprise Nucleus Server, Omniverse Create and View), NVIDIA RTX Virtual Workstation, NVIDIA-Certified Systems
  • Technologies: NVIDIA Omniverse RTX Renderer, NVIDIA PhysX, NVIDIA MDL
Take This Lab
Experience Physically Accurate and Interactive Simulation in a 3D Scene

Experience Physics and Interactive Simulation

Best for: 3D designer

What’s included:

  • Products: NVIDIA Omniverse Enterprise (Enterprise Nucleus Server, Omniverse Create and View), NVIDIA RTX Virtual Workstation, NVIDIA-Certified Systems
  • Technologies: NVIDIA Omniverse RTX Renderer, NVIDIA PhysX, NVIDIA MDL
Take This Lab
Optimize VMware vSphere for AI and Data Science Workloads

Optimize VMware vSphere for AI and Data Science Workloads

Best for: Virtualization administrator

What’s included:

  • Products: NVIDIA AI Enterprise, Docker, VMware vSphere, NVIDIA-Certified Systems
  • Technologies: TensorFlow, NVIDIA TensorRT, NVIDIA Triton Inference Server
Take This Lab
Optimize AI and Data Science Workloads (VMware Tanzu)

Optimize AI and Data Science Workloads (VMware Tanzu)

Best for: Virtualization administrator

What’s included:

  • Products: NVIDIA AI Enterprise, VMware vSphere with Tanzu, NVIDIA-Certified Systems
  • Technologies: NVIDIA operators, Kubernetes
Take This Lab
Optimize AI & Data Science Workloads (Red Hat OpenShift)

Optimize AI and Data Science Workloads (Red Hat OpenShift)

Best for: IT administrator

What’s included:

  • Products: NVIDIA AI Enterprise, Red Hat OpenShift, NVIDIA-Certified Systems
  • Technologies: NVIDIA operators, Kubernetes
Take This Lab
Experience VMware vSphere powered by NVIDIA BlueField DPU

Experience VMware vSphere Powered by NVIDIA Bluefield DPU

Best for: Virtualization administrator, network administrator

What’s included:

  • Products: VMware vSphere Distributed Services Engine, NVIDIA BlueField-2 DPU
  • Technologies: VMware Cloud Foundation, vSphere, ESXi, NSX-T, vSAN
Take This Lab
Multi-Node Training for AI on Kubernetes (VMware Tanzu)

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

Best for: AI practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, VMware vSphere, VMware Tanzu, NVIDIA-Certified Systems
  • Technologies: NVIDIA operators, Kubernetes
Take This Lab
Physics-Informed Machine Learning with NVIDIA Modulus

Physics-Informed Machine Learning with NVIDIA Modulus

Best for: AI practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, NVIDIA Omniverse, NVIDIA Modulus, NVIDIA-Certified Systems
  • 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 practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, NVIDIA RAPIDS, VMware vSphere, NVIDIA-Certified Systems
  • 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 practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
  • 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 practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
  • Technologies: TensorFlow, 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 practitioner

What’s included:

  • Products: NVIDIA Base Command, NVIDIA DGX
  • 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 practitioner

What’s included:

  • Products: NVIDIA Base Command, NVIDIA DGX
  • Technologies: NVIDIA NeMo Megatron, PyTorch
Take This Lab
Deploy Vision AI at the Edge of the Network

Deploy Vision AI at the Edge of the Network

Best for: IT administrator

What’s included:

  • Products: NVIDIA Metropolis, NVIDIA Fleet Command, NVIDIA-Certified Systems
  • Technologies: NVStreamer
Take This Lab
Interact with Real-Time Speech AI APIs

Interact with Real-Time Speech AI APIs

Best for: AI practitioner

What’s included:

  • Products: NVIDIA Riva, NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
  • 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 practitioner

What’s included:

  • Products: NVIDIA Riva, NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
  • Technologies: NVIDIA Riva ASR and TTS APIs, virtual assistant application
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 practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, Red Hat OpenShift, NVIDIA-Certified Systems
  • Technologies: NVIDIA operators, Kubernetes, NVIDIA Triton Inference Server
Take This Lab
Build AI-Based Cybersecurity Solutions

Build AI-Based Cybersecurity Solutions

Best for: AI practitioner

What’s included:

  • Products: NVIDIA Morpheus, NVIDIA-Certified Systems
  • Technologies: NVIDIA RAPIDS, Cyber Log Accelerators, NVIDIA Triton Inference Server, NVIDIA TensorRT
Take This Lab
Develop a Computer Vision Custom Object Detection Model

Develop a Computer Vision Custom Object Detection Model

Best for: AI practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
  • Technologies: NVIDIA TAO Toolkit, TensorBoard, DeepStream, NVIDIA Triton Inference Server
Take This Lab
Customizing ASR with NVIDIA Riva

Customizing ASR with NVIDIA Riva

Best for: AI practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, NVIDIA Riva, VMware vSphere, NVIDIA-Certified Systems
  • Technologies: Riva ASR
Take This Lab
Tuning and Deploying a language model on H100

Tuning and Deploying a Language Model on NVIDIA H100

Best for: AI practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, NVIDIA-Certified Systems 
  • Technologies: PyTorch, NVIDIA Triton Inference Server, AI Workspace Operator
Take This Lab
Build An AI Center of Excellence with Base Command

Build An AI Center of Excellence with Base Command

Best for: AI practitioner

What’s included:

  • Products: NVIDIA Base Command, NVIDIA DGX
  • Technologies: NVIDIA NGC
Take This Lab
Train Medical Imaging Models Using Base Command

Train Medical Imaging Models Using Base Command

Best for: AI practitioner

What’s included:

  • Products: NVIDIA Base Command, NVIDIA DGX, MONAI
  • Technologies: PyTorch
Take This Lab
Annotate and Adapt Medical Imaging Models with MONAI

Annotate and Adapt Medical Imaging Models with MONAI

Best for: AI practitioner

What’s included:

  • Products: MONAI Label, NVIDIA-Certified Systems
  • Technologies: MONAI, PyTorch
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

What’s included:

  • Products: BioNeMo
  • Technologies: NVIDIA RAPIDS, NVIDIA NeMo Megatron
Take This Lab
Clara Parabricks for Accelerated Genomic Analysis

Clara Parabricks for Accelerated Genomic Analysis

Best for: Bioinformaticians

What’s included:

  • Products: Clara Parabricks NVIDIA AI Enterprise
  • Technologies: Clara Parabricks
Take This Lab
Building Streaming Medical AI pipelines using Clara Holoscan

Build Streaming Medical AI pipelines using Clara Holoscan

Best for: Developer

What’s included:

  • Products: NVIDIA AI Enterprise
  • Technologies: NVIDIA Clara Holoscan, NVIDIA GXF
Take This Lab
Predict Prices with Accelerated Data Processing

Predict Prices with Accelerated Data Processing

Best for: Data scientist, data engineer

What’s included:

  • Products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
  • Technologies: NVIDIA RAPIDS, Dask, XGBoost
Take This Lab
Data Processing, Tokenization, & Sentiment Analysis

Data Processing, Tokenization, & Sentiment Analysis

Best for: Data scientist, data engineer

What’s included:

  • Products: NVIDIA AI Enterprise, VMware vSphere, NVIDIA-Certified Systems
  • Technologies: NVIDIA RAPIDS, pandas, PyTorch, NVIDIA Triton Inference Server
Take This Lab
Scale Data Science with Domino Data Lab

Scale Data Science with Domino Data Lab

Best for: Data scientist, data engineer, machine learning engineer, business analysts

What’s included:

  • Products: NVIDIA AI Enterprise, NVIDIA-Certified Systems, Domino Enterprise MLOps Platform
  • Technologies: NVIDIA RAPIDS, NVIDIA Triton Inference Server, PyTorch, XGBoost
Take This Lab
Deploy Fraud Detection XGBoost Model with NVIDIA Triton

Deploy Fraud Detection XGBoost Model with NVIDIA Triton

Best for: AI practitioner

What’s included:

  • Products: NVIDIA AI Enterprise, NVIDIA RAPIDS, VMware vSphere, VMware Tanzu, NVIDIA-Certified Systems
  • Technologies: NVIDIA RAPIDS, NVIDIA Triton Inference Server
Take This Lab
Accelerating Apache Spark with Zero Code Changes

Accelerating Apache Spark with Zero Code Changes

Best for: AI practitioner

What’s included:

  • Products: NVIDIA RAPIDS, NVIDIA-Certified Systems
  • Technologies: Apache Spark, NVIDIA RAPIDS
Take This Lab
Enables near real-time routing optimizations.

cuOpt for AI-Accelerated Dynamic Route Optimization

Best for: AI practitioner

What’s included:

  • Products: NVIDIA cuOpt 
  • Technologies: NVIDIA RAPIDS
Take This Lab
Real-Time 3D Design Collaboration

Build a 3D Scene and Collaborate in Full Fidelity

Best for: 3D designer

What’s included:

  • Products: NVIDIA Omniverse Enterprise (Enterprise Nucleus Server, Omniverse Create and View), NVIDIA RTX Virtual Workstation, NVIDIA-Certified Systems
  • Technologies: NVIDIA Omniverse RTX Renderer, NVIDIA PhysX, NVIDIA MDL
Take This Lab
Review Photorealistic 3D Design Projects

Review, Annotate, and Navigate a Final 3D Scene

Best for: Project reviewer

What’s included:

  • Products: NVIDIA Omniverse Enterprise (Enterprise Nucleus Server, Omniverse Create and View), NVIDIA RTX Virtual Workstation, NVIDIA-Certified Systems
  • Technologies: NVIDIA Omniverse RTX Renderer, NVIDIA PhysX, NVIDIA MDL
Take This Lab
Experience Physically Accurate and Interactive Simulation in a 3D Scene

Experience Physics and Interactive Simulation

Best for: 3D designer

What’s included:

  • Products: NVIDIA Omniverse Enterprise (Enterprise Nucleus Server, Omniverse Create and View), NVIDIA RTX Virtual Workstation, NVIDIA-Certified Systems
  • Technologies: NVIDIA Omniverse RTX Renderer, NVIDIA PhysX, NVIDIA MDL
Take This Lab