Nvidia Courses

Mastering Recommender Systems

28 reviews

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
• On-Demand
• Free Video

How to Perform Large-Scale Image Classification

7 reviews

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
• On-Demand
• Free Video

NVIDIA DeepStream Technical Deep Dive - Multi-Object Tracker

2 reviews

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
• On-Demand
• Free Video

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

1 review

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

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

1 review

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
• On-Demand
• Free Video

AI Infrastructure and Operations Fundamentals

358 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 10 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Networking

544 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 34 minutes
• On-Demand
• Free Online Course (Audit)

The Fundamentals of RDMA Programming

36 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
• 5 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Free Video

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

Comprehensive guide for migrating from NVIDIA's legacy license server to the new NVIDIA Licensing Service, covering setup, configuration, and client migration for Windows and Linux systems.

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

Creating a License Service for NVIDIA AI Enterprise and Virtual GPU

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
• On-Demand
• Free Video

Supercharge Your Vision AI Business with NVIDIA Metropolis

Discover how NVIDIA Metropolis can enhance your Vision AI business through improved performance, streamlined deployments, enterprise readiness, and access to GPU infrastructure and business support.

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

Modern Medical Image Segmentation, AutoML, and Beyond

Explore advanced medical image segmentation techniques, including AutoML and deep learning, for improved disease understanding and clinical diagnosis.

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

Introduction to NVIDIA DOCA - Accelerating Data Center Applications with BlueField DPU

Explore NVIDIA DOCA for accelerated data center app development on BlueField DPUs. Learn key concepts, benefits, and applications to optimize your data center services.

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

NVIDIA RTX Branch of Unreal Engine 4 - Install and Setup Guide

Step-by-step guide to install and utilize NVIDIA's optimized Unreal Engine 4 branch, featuring advanced ray tracing technologies for enhanced game development on DXR-capable GPUs.

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