GPU Programming Courses and Certifications

GDC

Wind Simulation in God of War

A technical look at the full 3D GPU fluid simulation used to create wind in God of War.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

GDC

GPU-Based Run-Time Procedural Placement in Horizon - Zero Dawn

A GDC session explaining how Horizon: Zero Dawn uses GPU-based procedural placement to dynamically create its world around the player.

• YouTube
• 47 minutes
• Self-Paced
• Conference Talk

The Cherno

How to Run Code on the GPU Easily

Discover how to easily run code on GPUs with this tutorial covering GPU basics, a practical application demo, code review, and future development steps.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

The Cherno

Fixing Someone's Very Broken Vulkan Ray Tracer - Code Review

Dive into a code review of a broken Vulkan ray tracer, exploring common issues and implementing fixes to make it functional. Learn debugging techniques and optimization strategies for graphics programming.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

The Cherno

Graphics vs Compute Pipeline - Comparing Performance and Implementation

Explore the differences between graphics and compute pipelines in GPU programming, with practical demonstrations of shader porting and optimization techniques.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Unreal Engine

Game Engines and Shader Stuttering - Unreal Engine's Solution

Dive into shader stuttering solutions in Unreal Engine, exploring PSO precaching techniques, development best practices, and future system improvements for optimal game performance.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

IIT Kharagpur;  NPTEL

GPU Architectures and Programming

Learn GPU architecture, CUDA, and OpenCL programming with architecture-aware techniques for optimizing parallel applications.

• Swayam
• 12 weeks
• No Longer Offered
• Free Online Course

The Julia Programming Language

Julia for High-Performance Computing - JuliaCon 2022

An overview of Julia’s ecosystem for scalable scientific computing on supercomputers, CPUs, GPUs, and other heterogeneous hardware.

• YouTube
• 2 hours 20 minutes
• Self-Paced
• Free Video

Java

Java and GPU - Are We Nearly There Yet?

A look at recent and proposed JDK features that could bring Java into general-purpose GPU computing.

• YouTube
• 47 minutes
• Self-Paced
• Conference Talk

PyCon US

Harvest the Power of the GPU for Awesome Special Effects

Explore GPU-powered graphics with OpenGL shaders in Python using the Arcade library. Learn shader basics, integration, and create stunning visual effects.

• YouTube
• 26 minutes
• Self-Paced
• Conference Talk

CppNow

BLADE - The Allen Telescope Array CUDA-Accelerated Real-Time DSP Library

Explore GPU-accelerated real-time DSP for radio astronomy, focusing on BLADE software's innovative techniques for processing massive data streams from the Allen Telescope Array.

• YouTube
• 50 minutes
• Self-Paced
• Conference Talk

CppNow

Taskflow - A Heterogeneous Task Graph Programming System with Control Flow

Explore heterogeneous task graph programming with control flow using Taskflow, a C++ system for efficient parallel and GPU-accelerated computing with high productivity.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Conference Talk

ACCU Conference

Haxe - An Understated Powerhouse for Software Development

Explore Haxe's versatility in software development, from GPU programming to cross-platform solutions. Learn its unique features, real-world applications, and potential drawbacks in this comprehensive overview.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Conference Talk

CppCon

Khronos APIs for Heterogeneous Compute and Safety: SYCL and SYCL SC - CppCon 2023

Explore SYCL and SYCL SC for heterogeneous computing and safety-critical applications. Learn about Khronos APIs, C++ integration, and their impact on high-performance and automotive domains.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

CppCon

The Absurdity of Error Handling: Finding a Purpose for Errors in Safety-Critical SYCL

Explore error handling challenges in safety-critical SYCL, examining the concept of safety and rethinking error scenarios in C++ software development for critical systems.

• YouTube
• 32 minutes
• Self-Paced
• Free Video