Nvidia Courses

Mastering Recommender Systems

31 ratings

Kaggle finalists explain a two-stage e-commerce recommender, from co-visitation candidate generation to feature-engineered reranking and ensembling.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

How to Perform Large-Scale Image Classification

9 ratings

Learn how Kaggle Grandmasters built large-scale image classifiers for the 81,000-class Google Landmark Recognition competition.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

AI Infrastructure and Operations Fundamentals

509 ratings at Coursera

Learn to plan and run AI infrastructure: GPU vs CPU computing, AI cluster storage and networking, data center and cloud deployment, cluster orchestration, job scheduling, and MLOps tools.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Introduction to Networking

711 ratings at Coursera

Learn networking basics: network components, the OSI model, TCP/IP protocols, Ethernet data forwarding, and the requirements a data center network must meet.

• Coursera
• 1 hour 29 minutes
• Self-Paced
• Paid Course

The Fundamentals of RDMA Programming

53 ratings at Coursera

Write RDMA applications that bypass the CPU: use RDMA verbs, memory management, atomic operations, and connection managers over InfiniBand and RoCE.

• Coursera
• 7 weeks, 1 hour a week
• Self-Paced
• Paid Course

Building Multimodal AI RAG with LlamaIndex, NVIDIA NIM, and Milvus - LLM App Development

4 ratings

Learn to build a multimodal AI RAG application using LlamaIndex, NVIDIA NIM, and Milvus. Covers document processing, vector database integration, inference with Llama 3, and seamless orchestration for efficient Q&A experiences.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Implementing Real-time Vision AI Apps Using NVIDIA DeepStream SDK

2 ratings

Build high-performance real-time video analytics applications with NVIDIA DeepStream, Python pipelines, pretrained vision models, and edge-to-cloud deployment.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

NVIDIA DeepStream Technical Deep Dive - Multi-Object Tracker

2 ratings

Learn how DeepStream’s multi-object trackers maintain identities through occlusion and how NvDCF tuning improves traffic-video tracking.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Creating a License Service for NVIDIA AI Enterprise and Virtual GPU

1 rating

Install and configure NVIDIA Licensing Service for AI Enterprise and Virtual GPU deployments, including high availability and disconnected clients.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

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

1 rating

Learn how NVIDIA Kaggle Grandmasters built a neural-network model to predict RNA degradation in a COVID-19 mRNA vaccine competition.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

An Introduction to NVIDIA Cosmos World Foundational Models

1 rating

Discover how NVIDIA Cosmos transforms robotics and autonomous vehicles with physics-aware world foundation models, accelerating physical AI development through open models and tools for custom world model creation.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Building LLM Assistants with LlamaIndex, NVIDIA NIM, and Milvus - LLM App Development

1 rating

Learn to create a Q&A chatbot using NVIDIA NIM for embeddings, Milvus for storage, Llama3 for inference, and LlamaIndex for seamless integration in this comprehensive tutorial.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

CUDA Toolkit 12.2 - New Accelerated Computing and Security Enhancements

Explore CUDA 12.2's new features: Hopper GPU support, confidential computing, heterogeneous memory management, and MPS prioritization enhancements for efficient, secure, and accelerated application development.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Mastering Multilingual Recommender Systems - Grandmaster Series

Explore NVIDIA Merlin team's winning approach in Amazon KDD Cup 2023, featuring innovative techniques for multilingual e-commerce product recommendations and next product title generation.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

Migrating Legacy License Server to NVIDIA Licensing Service - Full Walk-through Part 2

Migrate a legacy NVIDIA license server to NVIDIA Licensing Service by installing and configuring DLS, creating high availability, and updating Windows and Linux clients.

• YouTube
• 32 minutes
• Self-Paced
• Free Video