Nvidia Courses

Hands-on Machine Learning with AWS and NVIDIA

Machine learning (ML) projects can be complex, tedious, and time consuming. AWS and NVIDIA solve this challenge with fast, effective, and easy-to-use capabilities for your ML project. This course is designed for ML practitioners, including data scientis…

• Coursera
• 23 hours worth of material, 4 weeks long
• 3rd Apr, 2023
• Free Online Course (Audit)

Introduction to AI in the Data Center

Welcome to the Introduction to AI in the Data Center Course! As you know, Artificial Intelligence, or AI, is transforming society in many ways. From speech recognition to improved supply chain management, AI technology provides enterprises with the comp…

• Independent
• 5-6 hours worth of material, 4 weeks long
• On-Demand
• Free Online Course

Learn the basics of deep learning by training and deploying neural networks. Implement common deep learning workflows such as Image Classification and Object Detection. Experiment with data, training parameters, network structure, and other strategies to…

• Independent
• 8 hours worth of material
• On-Demand
• $90.00

Learn to use CUDA C/C++ tools and techniques to accelerate CPU-only applications to run on massively parallel GPUs.

• Independent
• 8 hours worth of material
• On-Demand
• $90.00

OpenGL And CUDA®-Based Tessellation (SIGGRAPH 2011)

Syllabus: Introduction Outline Visual Quality OpenGL Pipeline Decision Control Shader Vertex Placement Decision Evaluation Use Case Culling Summary Brent Ossur CUDA Tessellation Levels CUDA Tessellation Implementation Tessellation Demo Contact Info Migue…

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Accelerating Vision AI Applications Using NVIDIA Transfer Learning Toolkit and Pre-Trained Models

Syllabus: Intro TRAINING CHALLENGES TRANSFER LEARNING TOOLKIT (TLT) TRANSFER LEARNING TOOLKIT 2.0 PURPOSE BUILT PRE-TRAINED NETWORKS Highly Accurate Re-Trainable Out of Box Deployment QUANTIZATION AWARE TRAINING Maintain comparable Performance & Sperdup…

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Grandmaster Series - How to Perform Large-Scale Image Classification

Syllabus: Introduction Welcome Competition Classical Approach Winning Solution Validation Strategy Code Efficiency Modeling Third Place Solution Architecture Finetuning Postprocessing Ensemble Competitions Cutout Augmentation Label Submitting Vaccine Deg…

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Jetson AI Fundamentals - S3E5 - Training Object Detection Models

Syllabus: - Introduction - Training Object Detection Network - Getting Started - Object Detection Re-training SSD MobileNet - Testing MobileNet on Open Images dataset - Collecting custom Detection Dataset - Re-train network on custom dataset - Testi…

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Jetson AI Fundamentals - S3E3 - Training Image Classification Models

Syllabus: - Introduction - Training Image Classification Models - Getting Started - Transfer Learning with PyTorch - Example 1 - Re-training on Cat/Dog Dataset - Example 1 - Step 1: Downloading the data - Re-training ResNet-18 Model - Exporting Pyto…

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Jetson AI Fundamentals - S3E2 - Image Classification Inference

Syllabus: - Introduction - Image Classification on Jetson Nano using DNN - Classification with ImageNet - Overview - Classification with ImageNet - Testing the model - Classification with ImageNet - Testing on a real-time video - Coding your own Imag…

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Real-Time Object Detection in 10 Lines of Python Code on Jetson Nano

Syllabus: Introduction Getting Started HelloAIWorld Pretrained Networks Installation Install Results Coding Code API Documentation Example Cameras Jetson API Documentation Display Window Detect Function Demo

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Embedded Deep Learning with NVIDIA Jetson

Syllabus: Introduction Embedded Deep Learning Neural Networks Deep Learning CUDA Deep Neural Network Jetson TX1 Module Jetson Software Updates Tensor RT Vision Primitives Resources NVIDIA Embedded Developer Zone Deep Learning Institute Inception Program…

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

NVIDIA DeepStream Technical Deep Dive : Multi-Object Tracker

Syllabus: Intro DEEPSTREAM SDK MULTI-OBJECT TRACKERS IN DEEPSTREAM MULTI-OBJECT TRACKING IN A NUTSHELL HANDLING ERRORS FROM DETECTION VISUAL TRACKING IN NVDCF CASE STUDY: TRAFFICCAMNET

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Modern Medical Image Segmentation, AutoML, and Beyond

Syllabus: Introduction History of segmentation Deep learning in segmentation Neural Architecture Search Multipath Search Optimal Solutions Recent Literature Optimization Beyond AutoML Summary Questions

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

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

Syllabus: Intro RTX Showcase Setup Install Visual Studio Run SetupBat UE4 Editor Backups RTX GI BVH Viewer Caustics

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course