OpenCL Courses and Certifications

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

X.Org Foundation

Rusticl OpenCL Implementation Status Update 2023

Discover the latest developments and implementations in Rusticl, exploring project updates and future outlook for this OpenCL implementation in Rust.

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

ADC - Audio Developer Conference

Fast Audio Thread Synchronization for GPU Data

Explore GPU-based physics simulation for audio, covering thread synchronization, OpenCL optimization, and real-time performance techniques for complex data models.

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

Developing FPGA-accelerated cloud applications with SDAccel: Theory

77 ratings at Coursera

Explore FPGA-accelerated cloud app development using SDAccel. Learn FPGA basics, OpenCL, optimization techniques, and how to leverage Amazon EC2 F1 instances for high-performance reconfigurable computing solutions.

• Coursera
• 19 hours 10 minutes
• Self-Paced
• Paid Course

Function Acceleration on FPGA with Vitis-Part 1: Fundamental

219 ratings at Udemy

Master FPGA-based function acceleration using C/C++ in Xilinx Vitis, from basic concepts to implementing real projects on Zynq platforms without HDL programming.

• Udemy
• 9 hours 26 minutes
• Self-Paced
• Paid Course

Escape Studios

Playing With Fire - Pyro SOP Solver, Houdini Tutorial

1 rating

Learn top tips for Houdini 18's Pyro SOP solver, covering setup, simulation, shaping, and rendering techniques for creating realistic fire effects in 3D VFX.

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

linux.conf.au

But Mummy I Don't Want to Use CUDA - Open Source GPU Compute

Explore alternatives to CUDA for GPU computing, focusing on open-source options like OpenCL, SPIR-V, and SYCL. Discuss challenges and potential solutions for a vendor-neutral Linux compute stack.

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

ADC - Audio Developer Conference

Implementing Real-Time Parallel DSP on GPUs

Explore GPU-powered audio processing, overcoming challenges to achieve real-time DSP. Learn about parallelism, data transfer, and scheduling for ultra-fast plugins and scalable performance.

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

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

Take Advantage of All the MIPS - SYCL and C++ Programming for Heterogeneous Systems

Explore SYCL for heterogeneous programming, leveraging modern C++ to maximize performance across CPUs, GPUs, and other devices. Learn about its features, use cases, and role in exascale computing.

• YouTube
• 1 hour 1 minute
• Self-Paced
• 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
• Self-Paced
• Free Video

Unreal Engine

Flora: Creating Realistic 3D Plants with Houdini - GPU-Accelerated Plant Modeling

Discover how Flora, a new Houdini-based toolset, revolutionizes 3D plant creation by combining generative systems with intuitive controls, GPU acceleration, and seamless Unreal Engine integration.

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

Devoxx

Java on the GPU - Where Are We Now?

Explore GPU utilization in Java, covering OpenGL, CUDA, and OpenCL for massive computations. Learn advantages and drawbacks of GPU computing in desktop and cloud environments.

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

Scala Days Conferences

Scala Goes Native

Explore Scala's expansion beyond JVM with a new ahead-of-time compiler and lightweight managed runtime, opening doors to native development and enhanced performance.

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

linux.conf.au

Tensorflow on Open Source GPUs

Explore efforts to enable TensorFlow on open-source GPUs using SYCL, LLVM, and OpenCL. Learn about challenges and progress in deploying AI/ML frameworks without proprietary NVIDIA CUDA stack.

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