Nvidia Courses

Mastering Recommender Systems

30 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

9 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

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

2 reviews

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
• 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

Creating a License Service for NVIDIA AI Enterprise and Virtual GPU

1 review

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

Implementing Real-time Vision AI Apps Using NVIDIA DeepStream SDK

1 review

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

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

474 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
• 12 hours 7 minutes
• On-Demand
• Paid Course

Introduction to Networking

687 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
• Paid Course

The Fundamentals of RDMA Programming

52 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
• Paid Course

GPU-Acceleration for Pandas, NetworkX, and Apache Spark MLlib - Accelerating Data Science Tools

Discover GPU-accelerated data science tools for pandas, NetworkX, and Apache Spark MLlib. Learn about RAPIDS cuDF, accelerated data processing, and optimizing machine learning pipelines for enhanced performance and accessibility.

• YouTube
• 21 minutes
• On-Demand
• 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
• On-Demand
• 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
• 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