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#GPU Programming

Showing: 60 courses

CUDA Crash Course

1 rewiews
Comprehensive introduction to CUDA programming, covering vector operations, matrix multiplication, memory optimization, and performance tuning for GPU-accelerated computing.
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30 Lesons
7 hours
On-Demand
Free-Video

CUDA

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Comprehensive introduction to CUDA programming, covering architecture, memory, terminologies, and practical implementations for vector and matrix operations on GPUs.
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9 Lesons
2 hours 30 minutes
On-Demand
Free-Video

CUDA Tutorials

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Learn to program NVIDIA GPUs with CUDA, covering basics, kernels, memory, parallel algorithms, shared memory, and the Thrust library for efficient GPU computing.
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11 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Computer Vision and OpenCV Tutorial in C++

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Learn computer vision and OpenCV in C++, covering installation, image processing, object detection, depth estimation, and GPU acceleration. Gain practical skills for real-world applications.
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76 Lesons
1 day 2 hours
On-Demand
Free-Video
The Julia Programming Language

Easy and Featureful Parallelism with Dagger.jl - JuliaCon 2021

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Explore advanced parallelism in Julia with Dagger.jl, offering GPU execution, fault tolerance, and efficient resource utilization. Learn through practical examples and discover its powerful features.
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16 Lesons
28 minutes
On-Demand
Free-Video
The Julia Programming Language

GPU Programming in Julia - Workshop

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Comprehensive workshop on GPU programming in Julia, covering CUDA, AMDGPU, and oneAPI packages. Explores array operations, kernel programming, profiling, and real-world applications across different GPU architectures.
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27 Lesons
3 hours 5 minutes
On-Demand
Free-Video
IPhT-TV

Introduction to CUDA Programming for Physicists - Lecture 1

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Explore CUDA programming fundamentals for physicists, covering essential concepts and techniques to leverage GPU computing in scientific applications.
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1 Lesons
2 hours 28 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Instalación de Nvidia Cudnn y Primeros Pasos con NVCC en C++

0 rewiews
Aprende a instalar Cudnn, la biblioteca de redes neuronales profundas de CUDA, y comienza a desarrollar aplicaciones de aprendizaje automático con soporte GPU en C++.
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1 Lesons
41 minutes
On-Demand
Free-Video
IPhT-TV

Introduction to CUDA Programming for Physicists - Lecture 4

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Explore advanced CUDA concepts for physicists: reduction operations, specialized libraries, and optimizing GPU-accelerated computations for scientific applications.
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1 Lesons
1 hour 42 minutes
On-Demand
Free-Video
The Cherno

Welcome to Ray Tracing

0 rewiews
Introduction to ray tracing techniques for generating photo-realistic digital imagery, covering setup, rendering, performance optimization, and GPU acceleration using C++ and Vulkan.
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8 Lesons
24 minutes
On-Demand
Free-Video
Nvidia

Deep Learning in MATLAB: From Algorithm Design to Embedded Deployment on NVIDIA Jetson

0 rewiews
Explore deep learning in MATLAB, from transfer learning to GPU deployment on NVIDIA Jetson. Learn algorithm design, CUDA compilation, and performance optimization for embedded systems.
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17 Lesons
59 minutes
On-Demand
Free-Video
Nvidia

Parallel Nsight 2.0 and CUDA 4.0 for GPU Computing - SIGGRAPH 2011

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Explore GPU computing with CUDA 4.0 and Parallel Nsight 2.0, integrated into Visual Studio for enhanced graphics and parallel application development.
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62 Lesons
1 hour 1 minute
On-Demand
Free-Video
Meta

Universal GL Effects for Web and Native with React.js

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Universal GL effects for React: Implement advanced filters and effects on images, videos, and UI using gl-react. Compose complex arrangements with VDOM, leverage GLSL for GPU-powered rendering, and create spectacular visual components without low-level O…
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11 Lesons
29 minutes
On-Demand
Free-Video
Rust

MindBuffer and Nannou - Creating Large-Scale Art Installations with Rust

0 rewiews
Explore the creation of nannou and its use in large-scale art installations by MindBuffer. Learn about creative coding, Rust's role, and open-source projects in digital art.
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25 Lesons
29 minutes
On-Demand
Free-Video
Rust

Getting Started with Open Source in Rust

0 rewiews
Learn to contribute to open-source Rust projects on GitHub: forking, branching, issue-fixing, and making PRs. Explore Embark Studios' Rust projects and start contributing today.
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1 Lesons
31 minutes
On-Demand
Free-Video
Linux Foundation

Overview of the Open Source Vulkan Driver for Raspberry Pi 4

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Explore the development, challenges, and future plans of the open-source Vulkan driver for Raspberry Pi 4, including its implementation, testing process, and performance considerations.
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14 Lesons
38 minutes
On-Demand
Free-Video
Linux Foundation

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

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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.
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10 Lesons
58 minutes
On-Demand
Free-Video
X.Org Foundation

Reducing Stutters with Uber Shaders in Zink - OpenGL Driver Optimization

0 rewiews
Discover how uber shaders optimize Zink's OpenGL driver performance by eliminating shader compilation delays and improving pipeline state handling for smoother graphics rendering.
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1 Lesons
28 minutes
On-Demand
Free-Video
Dyalog User Meetings

Scheduling Array Operations for GPU and Distributed Computing

0 rewiews
Explore array operation scheduling for optimized execution across hardware. Learn about static scheduling, type theory, and parallelization for GPUs and distributed computing.
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8 Lesons
22 minutes
On-Demand
Free-Video
The Cherno

Grass Rendering in OpenGL - Code Review

0 rewiews
Explore advanced OpenGL techniques for efficient grass rendering, covering shader optimization, buffer management, and performance improvements in C++.
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27 Lesons
47 minutes
On-Demand
Free-Video
Nvidia

DirectX 11 Debugging with Parallel Nsight 2.1

0 rewiews
Learn advanced DirectX 11 debugging techniques using Parallel Nsight 2.1, covering pipeline setup, shader authoring, and new features for efficient game and engine development.
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10 Lesons
27 minutes
On-Demand
Free-Video
Nvidia

GPU Ray Tracing Techniques and Optimization - SIGGRAPH 2011

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Explore cutting-edge GPU ray tracing techniques, including OptiX engine, iray, and custom renderers. Learn optimal hardware configurations and programming approaches for fastest results.
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22 Lesons
56 minutes
On-Demand
Free-Video
Simons Institute

Dynamic Graphs on the GPU

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Explore GPU-accelerated techniques for dynamic graph algorithms, focusing on efficient data structures and parallel processing for real-time graph updates and analysis.
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1 Lesons
58 minutes
On-Demand
Free-Video
The Cherno

Emission and Emissive Materials - Ray Tracing Series

0 rewiews
Explore emission and emissive materials in ray tracing, enhancing your ability to create realistic lighting effects and improve the visual quality of rendered scenes.
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1 Lesons
24 minutes
On-Demand
Free-Video
Sebastian Lague

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

0 rewiews
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.
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16 Lesons
52 minutes
On-Demand
Free-Video
Linux Foundation

Vendor-Neutral GPU Programming in Chapel

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Explore Chapel's vendor-neutral GPU support for portable, parallel computing across diverse hardware. Learn to write GPU-enabled programs and discover opportunities for open-source involvement.
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1 Lesons
27 minutes
On-Demand
Free-Video
NDC Conferences

From Magic to Mechanics: Demystifying GPU Programming

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Demystifying GPU programming: Learn parallel programming fundamentals, GPU architecture, and how to leverage WebGPU and Vulkan for high-performance computing across devices.
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1 Lesons
50 minutes
On-Demand
Free-Video
ACM SIGPLAN

De/Re-Composition of Data-Parallel Computations via Multi-Dimensional Homomorphism - PLDI 2024

0 rewiews
Explore a systematic approach for efficient (de/re)-composition of data-parallel computations using Multi-Dimensional Homomorphisms, applicable to various architectures and outperforming state-of-the-art solutions.
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1 Lesons
18 minutes
On-Demand
Free-Video
Black Hat

GPU Security Exposed

0 rewiews
Explore GPU security vulnerabilities, including shared memory risks and privilege escalation issues, with insights on protecting popular devices from potential exploits.
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15 Lesons
22 minutes
On-Demand
Free-Video
Unity

Optimizing HDRP with NVIDIA Nsight Graphics

0 rewiews
Learn to optimize HDRP applications using NVIDIA Nsight Graphics for peak performance. Explore profiling tools, debugging techniques, and real-time ray tracing optimization strategies.
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27 Lesons
46 minutes
On-Demand
Free-Video
ACCU Conference

GPU Programming with Modern C++

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Explore GPU programming with modern C++, covering parallelism fundamentals, heterogeneous computing, and SYCL for GPU dispatch. Learn to optimize performance and leverage multi-core architectures effectively.
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43 Lesons
1 hour 33 minutes
On-Demand
Free-Video
Java

Java and GPU - Are We Nearly There Yet?

0 rewiews
Explore recent and proposed JDK features enabling Java-GPU collaboration, offering insights into the future of GPGPU in Java development.
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1 Lesons
47 minutes
On-Demand
Free-Video
PyCon US

Harvest the Power of the GPU for Awesome Special Effects

0 rewiews
Explore GPU-powered graphics with OpenGL shaders in Python using the Arcade library. Learn shader basics, integration, and create stunning visual effects.
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23 Lesons
26 minutes
On-Demand
Free-Video
ACCU Conference

Haxe - An Understated Powerhouse for Software Development

0 rewiews
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.
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51 Lesons
1 hour 5 minutes
On-Demand
Free-Video
code::dive conference

Trace Me a River - Computing Stuff on GPU Using Rust

0 rewiews
Explore GPU programming with Rust, uncovering the differences between GPUs and CPUs. Learn how to leverage GPU capabilities for efficient computing beyond image rendering.
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1 Lesons
46 minutes
On-Demand
Free-Video
ACCU Conference

Heterogeneous Programming in C++ Today

0 rewiews
Explore the evolving landscape of heterogeneous parallelism in C++, including standards, specifications, and future applications in IoT, self-driving cars, and machine learning.
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1 Lesons
1 hour 32 minutes
On-Demand
Free-Video
CppNow

Taskflow - A Heterogeneous Task Graph Programming System with Control Flow

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Explore heterogeneous task graph programming with control flow using Taskflow, a C++ system for efficient parallel and GPU-accelerated computing with high productivity.
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27 Lesons
1 hour 16 minutes
On-Demand
Free-Video
CppNow

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

0 rewiews
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.
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34 Lesons
50 minutes
On-Demand
Free-Video
EuroPython Conference

Exploit Your GPU Power with PyCUDA and Friends

0 rewiews
Harness GPU capabilities using PyCUDA for high-performance computing in Python, exploring techniques to accelerate data processing and scientific calculations.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
EuroPython Conference

Writing Extensions and Bindings for GPU Made Easy

0 rewiews
Learn to optimize deep learning computations by writing custom C and CUDA extensions for GPU, with a focus on image search across billions of items and seamless integration with Python codebases.
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1 Lesons
26 minutes
On-Demand
Free-Video
JSConf

JavaScript on the GPU

0 rewiews
Explore GPU-accelerated JavaScript programming techniques for enhanced performance and efficiency in web applications.
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1 Lesons
31 minutes
On-Demand
Free-Video
JSConf

Beyond HTML and CSS - Fusing Javascript and Shaders

0 rewiews
Explore OneJS, a JS superset with shader GLSL and reactive programming syntax, enabling GPU-powered UI design for enhanced performance and creative possibilities beyond traditional web technologies.
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13 Lesons
26 minutes
On-Demand
Free-Video
NDC Conferences

CUDA Kernels with C++

0 rewiews
Explore CUDA for C/C++ with practical examples, focusing on using C++ features to enhance kernel code safety without compromising performance in GPU programming.
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1 Lesons
36 minutes
On-Demand
Free-Video
ACM SIGPLAN

cuCatch: A Debugging Tool for Efficiently Catching Memory Safety Violations in CUDA Applications

0 rewiews
Explore cuCatch, an innovative debugging tool for CUDA applications that efficiently detects memory safety violations with low performance overhead and high error detection coverage.
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1 Lesons
23 minutes
On-Demand
Free-Video
X.Org Foundation

Mesh Shaders on NVIDIA Hardware - Implementation and Future Development in NVK

0 rewiews
Dive into the technical implementation of mesh shaders on NVIDIA hardware and explore upcoming NVK developments for enhanced shader support.
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1 Lesons
19 minutes
On-Demand
Free-Video
ACM SIGPLAN

Descend: A Safe GPU Systems Programming Language

0 rewiews
Explore Descend, a safe GPU programming language enforcing memory management through type systems. Learn about its holistic model, extended Borrow checking, and competitive performance against CUDA.
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1 Lesons
20 minutes
On-Demand
Free-Video
EuroPython Conference

Insights and Experiences of Packaging Python Binary Extensions

0 rewiews
Explore challenges and solutions for packaging Python binary extensions in scientific computing, focusing on portability and performance across diverse platforms.
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1 Lesons
18 minutes
On-Demand
Free-Video
Callstack Engineers

Drawing onto the Camera - React Native App Development

0 rewiews
Explore real-time face blurring in React Native using VisionCamera and Skia. Learn about technical challenges, C++/GPU implementation, and new possibilities in 60 FPS camera streams.
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1 Lesons
23 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Installing NVIDIA cuDNN and First Steps with NVCC in C++

0 rewiews
Aprenda a instalar Cudnn y desarrolle aplicaciones de ML con soporte GPU en C++, utilizando la biblioteca de redes neuronales profundas de Nvidia.
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1 Lesons
29 minutes
On-Demand
Free-Video
Java

Project Babylon - Code Reflection Update

0 rewiews
Project Babylon extends Java's capabilities with code reflection, enabling analysis and transformation of Java code into foreign programming models like GPU programs.
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1 Lesons
53 minutes
On-Demand
Free-Video
X.Org Foundation

Vulkan 1.3 Support for Apple M1 with Advanced Graphics Features

0 rewiews
Dive into advanced Vulkan 1.3 implementation on M1, exploring geometry shaders, tessellation, and transform feedback with practical demonstrations and technical insights.
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1 Lesons
31 minutes
On-Demand
Free-Video
Meeting Cpp

C++ for Multi-Accelerator, Multi-Vendor Systems - Meeting C++ 2022

0 rewiews
Explore SYCL for C++ development on multi-accelerator systems. Learn basics, see demos, and discover how companies and institutions leverage this open-source, cross-device solution.
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1 Lesons
37 minutes
On-Demand
Free-Video
MICDE University of Michigan

Programming Novel AI Accelerators for Scientific Computing - Part 1 - Tutorial 5

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Explore programming techniques for AI accelerators in scientific computing, focusing on novel approaches and optimization strategies.
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1 Lesons
57 minutes
On-Demand
Free-Video
CppCon

MDSPAN - A Deep Dive Spanning C++, Kokkos and SYCL - Lecture 2022

0 rewiews
Explore MDSPAN's evolution, C++ standardization, and future in SYCL. Gain insights into multidimensional array references and their impact on distributed and high-performance computing.
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1 Lesons
58 minutes
On-Demand
Free-Video
CppCon

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

0 rewiews
Explore error handling challenges in safety-critical SYCL, examining the concept of safety and rethinking error scenarios in C++ software development for critical systems.
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1 Lesons
32 minutes
On-Demand
Free-Video
Meeting Cpp

Foundation of GPU Programming

0 rewiews
Explore GPU architecture, performance sources, and programming models. Gain insights into SIMD processing, DRAM parallelism, and software/memory hierarchies for confident GPU utilization.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
IPhT-TV

Introduction to CUDA Programming for Physicists - Lecture 3

0 rewiews
Explore GPU architecture, memory operations, CUDA kernels, and reduction operations. Learn to accelerate critical code sections using GPUs for physics computations.
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1 Lesons
1 hour 47 minutes
On-Demand
Free-Video
IPhT-TV

Introduction to CUDA Programming for Physicists - Lecture 2

0 rewiews
Explore GPU architecture, memory operations, CUDA kernels, and reduction techniques for physicists. Learn to accelerate critical code sections using GPUs and leverage specialized libraries.
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1 Lesons
1 hour 50 minutes
On-Demand
Free-Video
Dave Churchill

Introduction to Game Shaders and GLSL Programming - Lecture 18

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Dive into shader programming fundamentals, from basic GLSL concepts to advanced effects like green screening and spotlights, with hands-on demonstrations using ShaderToy and SFML implementation.
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18 Lesons
1 hour 10 minutes
On-Demand
Free-Video
The Interactive & Immersive HQ

Easy Monochrome Effect with GLSL in TouchDesigner

0 rewiews
Master GLSL shader programming by creating a monochrome effect in TouchDesigner, leveraging GPU optimization for enhanced performance and parallel processing capabilities.
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1 Lesons
14 minutes
On-Demand
Free-Video