Nvidia Courses

Mastering Recommender Systems

5 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

243 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

288 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

16 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)

Develop and Deploy Deep Learning Services at the Edge with IBM and NVIDIA Jetson

Explore deploying deep learning services at the edge using NVIDIA Jetson and IBM technologies, covering setup, development, and practical applications in machine learning and AI.

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

Jetson AGX Xavier: Architecture and Applications for Autonomous Machines

Explore Jetson AGX Xavier's architecture and develop cutting-edge autonomous applications using the Developer Kit and JetPack SDK. Discover advances in robotics and intelligent devices.

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

Streamline Deep Learning for Video Analytics with DeepStream SDK 2.0

Explore AI-based video analytics using DeepStream SDK 2.0 for Tesla, transforming video into insights for smart cities with a modular plugin architecture and scalable framework for multi-stream processing and application development.

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

TensorFlow Models Accelerated for NVIDIA Jetson

Accelerate TensorFlow models on NVIDIA Jetson: optimize training, integrate TensorFlow RT, enhance image classification, and format models for improved performance.

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

Applied Deep Learning in Speech Recognition and Collaborative Filtering - Session 5

Explore cutting-edge AI applications in speech recognition and collaborative filtering systems, featuring NVIDIA Research insights from NeurIPS 2018.

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

Inference and Quantization for AI - Session 3

Explore quantized inference, TensorRT 5, and TensorFlow integration for AI model optimization. Learn about NVIDIA's inference server and techniques to improve model efficiency and performance.

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

Improvements to NVIDIA CUDA and Deep Learning Libraries - Session 1

Explore NVIDIA's latest AI tech advancements, including CUDA Graphs, WMMA, and cuDNN. Learn about performance improvements, Tensor Cores, and new features for deep learning acceleration.

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

Machine Learning with RAPIDS - Accelerating Data Science Workflows

Explore RAPIDS: Accelerating data science workflows with GPU-powered tools for faster data loading, ETL, model training, and interactive analysis.

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

Breaking New Frontiers in Robotics and Edge Computing with AI

Explore cutting-edge AI deployment for robotics and edge computing, covering tools, techniques, and recent developments in deep learning and NVIDIA's Jetson platform.

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