GPU Programming Courses and Certifications

CUDA at Scale for the Enterprise

27 ratings at Coursera

Explore advanced GPU programming techniques for enterprise-scale applications, including multi-GPU systems, asynchronous workflows, and optimized algorithms for sorting and image processing.

• Coursera
• 1 day 4 hours 45 minutes
• Self-Paced
• Paid Course

CUDA Advanced Libraries

23 ratings at Coursera

Learn to use CUDA's advanced libraries like CuFFT, cuBLAS, and Thrust for complex computations and machine learning applications, including object detection and language translation.

• Coursera
• 1 day 2 hours 16 minutes
• Self-Paced
• Paid Course

Introduction to Parallel Programming with CUDA

Learn parallel programming with CUDA to process large datasets using GPUs. Explore thread management, memory types, and performance optimization techniques for complex problem-solving on Nvidia hardware.

• Coursera
• 21 hours 39 minutes
• Self-Paced
• Paid Course

Data-Oriented C++ in Scientific Programming

Master data-oriented C++ programming for scientific applications, focusing on memory efficiency, parallel algorithms, and high-performance computing on multi-core CPUs and GPUs.

• Coursera
• 19 hours 50 minutes
• Self-Paced
• Paid Course

Mastering Parallel programming with CUDA platform

1870 ratings at Udemy

Unofficial guide to parallel programming on GPU's with CUDA from basic concepts to advance algorithm implementations.

• Udemy
• 10 hours 48 minutes
• Self-Paced
• Paid Course

Master NVIDIA AI Infrastructure & Pass NCA-AIIO

1167 ratings at Udemy

Your Guide to Understanding NVIDIA-Powered AI Infrastructure - From Fundamentals to Certification Success

• Udemy
• 4 hours 41 minutes
• Self-Paced
• Paid Course

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
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Apply OpenGL Rendering Pipeline Architecture

13 ratings at Coursera

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/week
• Self-Paced
• Paid Course
• 4 courses

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
• Self-Paced
• Paid Course

Birla Institute Of Technology And Science–Pilani (BITS–Pilani)

Multicore and GPGPU Programming

Master parallel programming with multicore CPUs and GPUs, covering CUDA, Pthreads, MPI, and OpenMP to build high-performance, multi-threaded applications for modern computing architectures.

• Coursera
• 3 days 3 hours 9 minutes
• Self-Paced
• 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
• Self-Paced
• Paid Course

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
• Self-Paced
• Paid Course

Learn the Vulkan API with C++

930 ratings at Udemy

Learn the fundamentals of the popular Vulkan API for modern graphics rendering using C++!

• Udemy
• 1 day 2 hours 10 minutes
• Self-Paced
• Paid Course

CUDA Programming - High-Performance Computing with GPUs

3 ratings

Master CUDA programming for GPU-accelerated computing and deep learning. Covers ecosystem, setup, kernels, API, optimizations, Triton, PyTorch extensions, and practical MNIST implementation.

• freeCodeCamp
• 11 hours 55 minutes
• Self-Paced
• Free Video

Learn to Write Unity Compute Shaders

464 ratings at Udemy

Harness GPU power for advanced Unity development. Learn to create compute shaders for post-processing, particle effects, physics simulations, and fluid dynamics. Boost game performance with parallel processing techniques.

• Udemy
• 5 hours 51 minutes
• Self-Paced
• Paid Course