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

491 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

695 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

DeepSeek R1 Performance Optimization to Push the Throughput Performance Boundary

Discover how to optimize DeepSeek R1 throughput scenarios and achieve world-class GPU inference performance using NVIDIA Blackwell architecture from industry experts.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

The Practice of Doing Performance Analysis and Optimization with TensorRT-LLM

Master TensorRT-LLM performance analysis and optimization techniques using expert tools, profiling methods, and bottleneck identification strategies.

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

DGX Spark - Accelerated cuPyNumeric on your Desktop Cluster

Discover how to scale Python and NumPy programs across multi-GPU systems using NVIDIA cuPyNumeric without complex parallel computing code on DGX Spark desktop clusters.

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

Learn With Me - Building Grounded AI Agents with Nemotron and RAG

Discover how to build complete AI agents from scratch using Nemotron models and RAG systems in this hands-on session with step-by-step implementation guidance.

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