GPU Programming Courses and Certifications

CUDA Tutorials

Learn to program NVIDIA GPUs with CUDA, covering basics, kernels, memory, parallel algorithms, shared memory, and the Thrust library for efficient GPU computing.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

Nvidia

Deep Learning in MATLAB: From Algorithm Design to Embedded Deployment on NVIDIA Jetson

Explore deep learning in MATLAB, from transfer learning to GPU deployment on NVIDIA Jetson. Learn algorithm design, CUDA compilation, and performance optimization for embedded systems.

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

Nvidia

Introduction to OpenACC - Office Hour 1

Explore OpenACC fundamentals, comparing it with CUDA and OpenMP. Learn about supported systems, libraries, and multi-GPU usage. Get answers to common questions and discover resources for further learning.

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

Nvidia

Parallel Nsight 2.0 and CUDA 4.0 for GPU Computing - SIGGRAPH 2011

Explore GPU computing with CUDA 4.0 and Parallel Nsight 2.0, integrated into Visual Studio for enhanced graphics and parallel application development.

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

Nvidia

GPU Ray Tracing Techniques and Optimization - SIGGRAPH 2011

Explore cutting-edge GPU ray tracing techniques, including OptiX engine, iray, and custom renderers. Learn optimal hardware configurations and programming approaches for fastest results.

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

Computer Vision and OpenCV Tutorial in C++

Learn computer vision and OpenCV in C++, covering installation, image processing, object detection, depth estimation, and GPU acceleration. Gain practical skills for real-world applications.

• YouTube
• 1 day 2 hours
• On-Demand
• Free Video

The Julia Programming Language

Easy and Featureful Parallelism with Dagger.jl - JuliaCon 2021

Explore advanced parallelism in Julia with Dagger.jl, offering GPU execution, fault tolerance, and efficient resource utilization. Learn through practical examples and discover its powerful features.

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

The Julia Programming Language

GPU Programming in Julia - Workshop

Comprehensive workshop on GPU programming in Julia, covering CUDA, AMDGPU, and oneAPI packages. Explores array operations, kernel programming, profiling, and real-world applications across different GPU architectures.

• YouTube
• 3 hours 5 minutes
• On-Demand
• Free Video

Unity

Optimizing HDRP with NVIDIA Nsight Graphics

Learn to optimize HDRP applications using NVIDIA Nsight Graphics for peak performance. Explore profiling tools, debugging techniques, and real-time ray tracing optimization strategies.

• YouTube
• 46 minutes
• On-Demand
• Conference Talk

Black Hat

GPU Security Exposed

Explore GPU security vulnerabilities, including shared memory risks and privilege escalation issues, with insights on protecting popular devices from potential exploits.

• YouTube
• 22 minutes
• On-Demand
• Conference Talk

The Cherno

Grass Rendering in OpenGL - Code Review

Explore advanced OpenGL techniques for efficient grass rendering, covering shader optimization, buffer management, and performance improvements in C++.

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

The Cherno

Welcome to Ray Tracing

Introduction to ray tracing techniques for generating photo-realistic digital imagery, covering setup, rendering, performance optimization, and GPU acceleration using C++ and Vulkan.

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

Meta

Universal GL Effects for Web and Native with React.js

Universal GL effects for React: Implement advanced filters and effects on images, videos, and UI using gl-react. Compose complex arrangements with VDOM, leverage GLSL for GPU-powered rendering, and create spectacular visual components without low-level O…

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

Rust

MindBuffer and Nannou - Creating Large-Scale Art Installations with Rust

Explore the creation of nannou and its use in large-scale art installations by MindBuffer. Learn about creative coding, Rust's role, and open-source projects in digital art.

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

Rust

Getting Started with Open Source in Rust

Learn to contribute to open-source Rust projects on GitHub: forking, branching, issue-fixing, and making PRs. Explore Embark Studios' Rust projects and start contributing today.

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