Nvidia Courses

Building a Winning Deep Learning Recommender System - Grandmaster Series Episode 5

Learn how Kaggle Grandmasters built a winning Deep Learning Recommender System for Booking.com, using matrix factorization, ensemble models, and data augmentation techniques. Gain insights into GPU-accelerated recommender systems.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Building World-Class NLP Models with Transformers and Hugging Face

Learn to build advanced NLP models using transformers and Hugging Face. Kaggle Grandmasters share insights on question answering, sentiment extraction, and multilingual classification in this comprehensive tutorial.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Jetson AI Labs - IoT and Cloud-Powered App Development with Paul DeCarlo

Explore IoT and AI with NVIDIA Jetson, featuring Microsoft's Paul DeCarlo. Learn about cloud-powered app development, video analytics, and integrating Jetson with Azure for intelligent edge computing solutions.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Jetson AI Labs - Introduction to Duckietown and Autonomous Robotics

Explore Duckietown's innovative robotics platform with NVIDIA Jetson, featuring insights on MOOCs, hardware, and real-world applications in this informative AMA-style livestream.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Accelerating Vision AI Applications Using NVIDIA Transfer Learning Toolkit and Pre-Trained Models

Simplify vision AI model creation using NVIDIA's Transfer Learning Toolkit and pre-trained models. Accelerate development with zero-coding tools, fine-tuning options, and optimization techniques for high-performance inference across various industries.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Implementing Real-time Vision AI Apps Using NVIDIA DeepStream SDK

Explore real-time video analysis with NVIDIA DeepStream SDK. Learn to build high-performance apps for IoT sensors, leveraging pre-trained models and optimized pipelines for various industries.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Isaac Sim 2020.2 - New Features in Omniverse Robotics App

Explore Isaac Sim 2020.2's new features for robotics simulation, including physics enhancements, custom platforms, ROS integration, and advanced visualization tools.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Introduction to NVIDIA Virtual GPU - Part 1

Comprehensive overview of NVIDIA Virtual GPU technology, covering product selection, licensing, implementation, and key considerations for virtualization environments.

• YouTube
• 45 minutes
• On-Demand
• Free Video

NVIDIA Virtual GPU Sizing and Common Mistakes - Part 2

Explore vGPU sizing, common mistakes, and tools for optimal deployment. Learn to demonstrate the benefits of vGPU-enabled VDI desktops for improved density and user experience.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Light Resampling in Practice with RTXDI - Part 2

Explore practical light resampling with RTXDI, covering dynamic mesh lights, emission profiles, and ReSTIR techniques to effectively sample millions of area lights for improved rendering quality.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Rendering Games with Millions of Ray Traced Lights

Explore advanced ray tracing techniques for rendering games with millions of lights, focusing on importance sampling and resampling methods to achieve stunning visual effects efficiently.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Predicting COVID-19 mRNA Vaccine Stability with AI - Grandmaster Series

Explore AI-driven prediction of COVID-19 mRNA vaccine stability with NVIDIA's Kaggle Grandmasters. Learn top-performing machine learning models for RNA degradation forecasting.

• YouTube
• 57 minutes
• On-Demand
• Free Video

Profiling Deep Learning Applications with NVIDIA Tools Extension (NVTX)

Enhance deep learning application performance using NVIDIA Tools Extension Library (NVTX) for code profiling and optimization techniques.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Efficient Data Loading Using DALI for Deep Learning Applications

Accelerate deep learning applications with efficient data loading pipelines using NVIDIA's DALI library. Explore augmentation, documentation, and performance optimization techniques.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Jetson AI Fundamentals - Training Object Detection Models

Train object detection models with PyTorch on Jetson Nano, collect custom datasets, and create personalized models for real-time detection using SSD MobileNet and Open Images dataset.

• YouTube
• 25 minutes
• On-Demand
• Free Video