CUDA Courses and Certifications

The Machine Learning Engineer

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

Aprenda a instalar Cudnn y desarrolle aplicaciones de ML con soporte GPU en C++, utilizando la biblioteca de redes neuronales profundas de Nvidia.

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

CUDA Programming - High-Performance Computing with GPUs

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
• On-Demand
• Free Video

IPhT-TV

Introduction to CUDA Programming for Physicists - Lecture 2

Explore CUDA programming for physicists, delving into advanced concepts and techniques to enhance computational capabilities in scientific research.

• YouTube
• 2 hours 9 minutes
• On-Demand
• Free Video

Wolfram

CUDA and the Wolfram Language: Latest Developments and Future Directions

Explore CUDA integration in Wolfram Language, covering latest developments and future directions for massively parallel GPU computation.

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

ACM SIGPLAN

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

Explore cuCatch, an innovative debugging tool for CUDA applications that efficiently detects memory safety violations with low performance overhead and high error detection coverage.

• YouTube
• 23 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

5 Minutes Engineering

CUDA Explained Five Minutes

Comprehensive overview of CUDA architecture, parallel computing, and programming model, covering key concepts and applications in an accessible Hindi-language format.

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

The Machine Learning Engineer

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

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++.

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

IPhT-TV

Introduction to CUDA Programming for Physicists - Lecture 1

Explore CUDA programming fundamentals for physicists, covering essential concepts and techniques to leverage GPU computing in scientific applications.

• YouTube
• 2 hours 28 minutes
• On-Demand
• Free Video

IPhT-TV

Introduction to CUDA Programming for Physicists - Lecture 3

Explore advanced CUDA programming techniques for physicists, focusing on optimizing parallel computations and enhancing scientific simulations.

• YouTube
• 2 hours 2 minutes
• On-Demand
• Free Video

IPhT-TV

Introduction to CUDA Programming for Physicists - Lecture 1

Explore GPU architecture, memory operations, and CUDA kernels for accelerating physics computations. Learn to leverage GPU power for parallel processing tasks in scientific applications.

• YouTube
• 2 hours 3 minutes
• On-Demand
• Free Video

IPhT-TV

Introduction to CUDA Programming for Physicists - Lecture 2

Explore GPU architecture, memory operations, CUDA kernels, and reduction techniques for physicists. Learn to accelerate critical code sections using GPUs and leverage specialized libraries.

• YouTube
• 1 hour 50 minutes
• On-Demand
• Free Video

IPhT-TV

Introduction to CUDA Programming for Physicists - Lecture 3

Explore GPU architecture, memory operations, CUDA kernels, and reduction operations. Learn to accelerate critical code sections using GPUs for physics computations.

• YouTube
• 1 hour 47 minutes
• On-Demand
• Free Video

UbuCon Asia

CUDA with WSL2 and Ubuntu without Docker

WSL2와 Ubuntu에서 Docker 없이 CUDA 사용하기: 아키텍처 이해부터 설치, GPU 가속 딥러닝 코드 실행까지 실습을 통해 알아보는 WSL2 환경에서의 CUDA 활용법

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

IPhT-TV

Introduction to CUDA Programming for Physicists - Lecture 4

Explore advanced CUDA concepts for physicists: reduction operations, specialized libraries, and optimizing GPU-accelerated computations for scientific applications.

• YouTube
• 1 hour 42 minutes
• On-Demand
• Free Video