Nvidia Courses

Mastering Recommender Systems

30 ratings

Explore top strategies for building effective e-commerce recommendation systems, featuring insights from Kaggle Grandmasters on candidate generation, reranking, and model ensembling techniques.

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

How to Perform Large-Scale Image Classification

9 ratings

Learn how Kaggle Grandmasters built large-scale image classification models for landmark recognition, overcoming challenges of 81,000+ classes. Discover winning strategies, architectures, and techniques for efficient modeling and competition success.

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

AI Infrastructure and Operations Fundamentals

495 ratings at Coursera

Explore AI fundamentals, infrastructure, and operations for enterprise professionals. Gain insights into GPU computing, data center design, cloud deployment, and MLOps for effective AI implementation.

• Coursera
• 11 hours 27 minutes
• Self-Paced
• Paid Course

Introduction to Networking

699 ratings at Coursera

Learn Ethernet basics, TCP/IP protocols, and data center networking fundamentals. Gain practical knowledge for understanding network components, data forwarding, and meeting data center requirements.

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

The Fundamentals of RDMA Programming

53 ratings at Coursera

Learn to program RDMA applications for high-performance data transfer between servers. Covers RDMA basics, core components, operations, and connection management with hands-on coding examples.

• Coursera
• 4 hours 58 minutes
• Self-Paced
• Paid Course

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

3 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

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
• Self-Paced
• Free Video

NVIDIA DeepStream Technical Deep Dive - Multi-Object Tracker

2 ratings

Explore NVIDIA DeepStream's multi-object tracker options, architecture, and optimization strategies for AI-based vision applications, with focus on NvDCF tracker and configuration parameters.

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

Creating a License Service for NVIDIA AI Enterprise and Virtual GPU

1 rating

Step-by-step guide to installing and configuring NVIDIA Licensing Service for AI Enterprise and Virtual GPU, covering both on-premise and cloud versions, client setups, and high availability options.

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

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

1 rating

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
• Self-Paced
• Free Video

Grandmaster Series - Building a World-Class ML Model for Melanoma Detection

1 rating

Learn how Kaggle Grandmasters built a world-class ML model for melanoma detection, outperforming average dermatologists. Discover key strategies in model architecture, augmentation, and training for accurate skin lesion classification.

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

Coding Agents That Help Devs Ship Faster With CodeRabbit - Nemotron Labs

Discover how CodeRabbit and NVIDIA Nemotron create coding agents that automate developer workflows, featuring multi-model design patterns and end-to-end orchestration techniques.

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

DGX Spark Live - Rapid AI Agent Development

Discover how to rapidly create and deploy AI agents in minutes using Aible and DGX Spark for code writing, research, scheduling, and more across desktop, data center, or cloud environments.

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

Learn with Me - Train AI Agents for Command-Line Tasks with Synthetic Data and RL

Discover how to train AI agents for command-line tasks using synthetic data and reinforcement learning in this live debugging session with NVIDIA's research engineer.

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

Unlocking GPU Performance with CUDA Tile

Discover how CUDA Tile revolutionizes GPU programming by abstracting tensor cores and simplifying kernel development for future-compatible, high-performance AI applications.

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