GPU Programming Courses and Certifications

Code Sync

Using Smoke and Mirrors to Compile a Functional Programming Language to Efficient GPU Code

Explore techniques for compiling functional languages to efficient GPU code, overcoming hardware restrictions through strategic language design and aggressive compiler optimizations.

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

Learn OpenGL with Python for Graphics and Games

321 ratings at Udemy

Develop a superior knowledge of vertex shader hardware rendering of 3D graphics.

• Udemy
• 13 hours 59 minutes
• Self-Paced
• Paid Course

Code Sync

Painting with Functions in Cyfra - Functional GPU Programming for Visual Art

Explore functional programming for GPU-based visual art creation using Cyfra DSL, covering ray tracing, ray marching, and 3D rendering in Scala with SPIR-V compilation.

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

JuliaHub

Parallel Computing for Enterprises in Julia - From SIMD to GPU Programming

Master parallel computing techniques in Julia, from SIMD and multi-threading to GPU programming, enhancing enterprise-level computational capabilities and performance optimization.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

JuliaHub

GPU Programming in Julia with CUDA and Other Frameworks

Master GPU programming in Julia through CUDA-focused techniques, essential packages, and practical tools for accelerating applications and optimizing code performance on NVIDIA hardware.

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

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

• Independent
• 8 hours
• Self-Paced
• $90.00

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
• Self-Paced
• 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
• Self-Paced
• Free Video

Sebastian Lague

Optimizing a Ray Tracer by Building a Bounding Volume Hierarchy (BVH)

Optimize ray tracing performance by building a Bounding Volume Hierarchy (BVH). Learn techniques like GPU-friendly data structures, iterative traversal, and surface area heuristics to render complex scenes efficiently.

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

What Can Vulkan Do for You? - Introduction to Modern 3D Graphics API

Explore Vulkan's advantages for embedded graphics, including efficiency, multithreading, and modern hardware compatibility. Learn about open-source efforts and Intel's Vulkan driver development.

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

The Cherno

Emission and Emissive Materials - Ray Tracing Series

Explore emission and emissive materials in ray tracing, enhancing your ability to create realistic lighting effects and improve the visual quality of rendered scenes.

• YouTube
• 24 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

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

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