GPU Programming Courses and Certifications

EDUCBA

Unity: Design & Implement Advanced Rendering Effects

14 ratings at Coursera

Master advanced Unity rendering techniques including shader development, transformation matrices, and multi-texture blending for high-fidelity visual effects.

• Coursera
• 7 hours 18 minutes
• On-Demand
• Paid Course

Coursera

OpenCL Programming

Master OpenCL programming for parallel computing across CPUs, GPUs, and FPGAs. Develop high-performance applications, optimize kernels, manage memory efficiently, and scale computations for AI, scientific simulations, and more.

• Coursera
• 3 hours 41 minutes
• On-Demand
• Paid Course

EDUCBA

Design Scalable OpenGL Rendering Architectures

Master modular OpenGL rendering systems with shader communication, vertex data structuring, buffer abstractions, and scalable renderer architectures for professional graphics programming.

• Coursera
• 8 hours 22 minutes
• On-Demand
• Paid Course

EDUCBA Microcredential

Apply OpenGL Rendering Pipeline Architecture

Master modern OpenGL rendering pipelines through hands-on implementation of GPU communication, shaders, texturing, and camera systems for professional graphics programming.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses

EDUCBA

Apply Modern OpenGL Vertex Buffers and Shaders

Master modern OpenGL rendering with vertex buffers, shaders, and debugging techniques for stable GPU applications.

• Coursera
• 7 hours 46 minutes
• On-Demand
• Paid Course

Nvidia

Advanced Multi-GPU Programming with OpenACC - Lecture 2

Explore advanced multi-GPU programming techniques using OpenACC and MPI, covering domain decomposition, communication overlap, and tools for debugging and profiling MPI+OpenACC applications.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

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
• On-Demand
• Free Video

SNIAVideo

Programming Frameworks for xPU, GPU, and Computational Storage - A Comprehensive Overview

Explore programming frameworks for GPUs, xPUs, and computational storage devices, covering CUDA, SYCL, DOCA, and emerging standards for accelerated processing and host offload capabilities.

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

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
• On-Demand
• Free Video

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

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
• On-Demand
• 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
• On-Demand
• Free Video