Nvidia Courses

Mastering Recommender Systems

4 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

3 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

AI Infrastructure and Operations Fundamentals

207 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)

NVIDIA DeepStream Technical Deep Dive - Multi-Object Tracker

1 review

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

Introduction to Networking

250 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

13 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)

Step-by-Step Installation of NVIDIA Virtual GPU Software on VMware vSphere

Install and configure NVIDIA Virtual GPU software on VMware vSphere for graphics, VDI, or AI workloads. Learn server preparation, GPU Manager installation, vCenter setup, guest driver installation, and VM licensing.

• YouTube
• 36 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

Team Inspiration's RoboSub Project - Jetson AI Labs Episode 5

Explore Team Inspiration's journey in creating an award-winning Autonomous Underwater Vehicle using Jetson Nano, as they discuss their RoboSub 2020 victory and future plans in robotics.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Jedi Training Drone with Jetson Nano - Jetson AI Labs Episode 4

Explore Jetson AI in sci-fi-inspired projects with The Hacksmith, featuring a Jedi training drone and Predator helmet. Gain insights into real-time challenges, production processes, and future plans for innovative AI applications.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Building a Winning Deep Learning Recommender System - Grandmaster Series Episode 5

Learn how Kaggle Grandmasters built a winning Deep Learning Recommender System for Booking.com, using matrix factorization, ensemble models, and data augmentation techniques. Gain insights into GPU-accelerated recommender systems.

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

Building World-Class NLP Models with Transformers and Hugging Face

Learn to build advanced NLP models using transformers and Hugging Face. Kaggle Grandmasters share insights on question answering, sentiment extraction, and multilingual classification in this comprehensive tutorial.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Jetson AI Labs - IoT and Cloud-Powered App Development with Paul DeCarlo

Explore IoT and AI with NVIDIA Jetson, featuring Microsoft's Paul DeCarlo. Learn about cloud-powered app development, video analytics, and integrating Jetson with Azure for intelligent edge computing solutions.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Jetson AI Labs - Introduction to Duckietown and Autonomous Robotics

Explore Duckietown's innovative robotics platform with NVIDIA Jetson, featuring insights on MOOCs, hardware, and real-world applications in this informative AMA-style livestream.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video