10 Best Cuda Courses and Certifications Online

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Close up iPhone showing Udemy application and laptop with notebookThere are countless online courses and classes that will help you enhance your Cuda skills and earn your Cuda certificate.

In this article, our specialists have put together a curated list of the 10 Best of the Best Cuda courses, tutorials, training programs, classes and certifications that are available online right now.

We have included only those courses that fulfill our high-quality standards. We have actually put a great deal of effort and time into collecting these all for you. These courses are suitable for all levels, beginners, intermediate learners, and experts.

Here’s a look at these courses and what they have to offer for you!

10 Best Cuda Courses and Certifications Online

1. CUDA programming Masterclass with C++ by Kasun Liyanage Udemy Course Our Best Pick

Learn parallel programming on GPU’s with CUDA from basic concepts to advance algorithm implementations.

As of right now, more than 7609+ people have enrolled in this course and there are over 1090+ reviews.

Course Content
Introduction to CUDA programming and CUDA programming model
CUDA Execution model
CUDA memory model
CUDA Shared memory and constant memory
CUDA Streams
Performance Tuning with CUDA instruction level primitives
Parallel Patterns and Applications
Bonus: Introduction to Image processing with CUDA

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2. Learn CUDA with Docker! by “Scientific Programmer™ Team, Scientific Programming School” Udemy Course

“Learrn to Code with CUDA with GPGPU-Simulators & Docker, Kickstart Your Computing and Data Science Career!”

As of right now, more than 7150+ people have enrolled in this course and there are over 21+ reviews.

Course Content
“Introduction
CUDA foundation
CUDA threads, blocks and grid
CUDA memory models
CUDA vector addition
CUDA matrix multiplication
CUDA streams
NVIDIA Docker Container Toolkit
CUDA for Dummies
Additonal Contents”

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3. “Beginning CUDA Programming: Zero to Hero, First Course!” by “Scientific Programmer™ Team, Scientific Programming School” Udemy Course

“Learn CUDA programming with GPGPU, kickstart your Big Data and Data Science Career!”

As of right now, more than 2967+ people have enrolled in this course and there are over 183+ reviews.

Course Content
Let’s Learn CUDA Programming!
CUDA Lessons
Additonal contents – Interactive Playgrounds

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4. 【Pythonで学ぶ 】CUDA プログラミング入門 by Tetsuya T Udemy Course

Google Colab で始める PyCUDA プログラミング

As of right now, more than 1463+ people have enrolled in this course and there are over 169+ reviews.

Course Content
はじめに
GPUの基礎知識
CUDAの基礎知識
PyCUDAプログラミング(1) 基礎的なプログラミング
PyCUDAプログラミング(2) 各種メモリ ライブラリの利用
オマケ:デスクトップPCへの環境構築

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5. Introduction to GPU computing with CUDA by Orange Owl Udemy Course

What does coalescence mean? What is Halo region? And shared memory? Learn the basics of Parallel Computing with CUDA.

As of right now, more than 692+ people have enrolled in this course and there are over 133+ reviews.

Course Content
Introduction and Basics
Cuda Programming
Memories and Performance

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6. Learning CUDA 10 Programming by Packt Publishing Udemy Course

Harness the power of GPUs to speed up your applications

As of right now, more than 500+ people have enrolled in this course and there are over 75+ reviews.

Course Content
Introduction to CUDA
Programming with CUDA
Performance Optimizations
Parallel Algorithms
GPU Accelerated Libraries
Advanced CUDA Topics
Summary and Next Steps

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7. Arquitetura e Programação de GPUs by Esteban Clua Udemy Course

Aprenda como é uma GPU e como programá-las

As of right now, more than 218+ people have enrolled in this course and there are over 57+ reviews.

Course Content
“Introdução
Como são as GPUs, de onde vieram e como funcionam
Conceitos de Computação Paralela
Introdução ao CUDA
Explorando o Paralelismo
Primeiros programas
otimizando Blocos e memória compartilhada
Coalescencia de Memória e Operadores Atômicos
Algoritmos de Reduce e Scan
Streams – Concorrencia de tarefas dentro da GPU
Memória Constante e Memória de Textura
Matrizes Esparsas
Compact e Sort”

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8. CUDA GPU Programming Beginner To Advanced by “The Startup Central Co., Muhammad Adil” Udemy Course

Learn CUDA programming and parallel computing with my simple and straightforward cuda programming masterclass

As of right now, more than 202+ people have enrolled in this course and there are over 35+ reviews.

Course Content
Introduction
CUDA
Conclusion

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9. Cuda Basics by HPC Specialist Udemy Course

A comprehensive course on Cuda C programming principles

As of right now, more than 153+ people have enrolled in this course and there are over 15+ reviews.

Course Content
“Introduction
Introduction to Cuda C
Installing Cuda
Cuda Hardware Design
Cuda Execution Model
Example Program – Adding Vectors
Occupancy
Shared Memory
Example Program – Matrix Transpose
Memory Coalescence
Constant Memory
Atomic functions
Warp Level Primitives
Dynamic Parallelism
Pinned, Zero Copy and Unified memory
Streams and Multi-GPU Programs”

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10. GPU Programlama by Muhammed Fatih Bayraktar Udemy Course

CUDA Runtime API

As of right now, more than 106+ people have enrolled in this course and there are over 38+ reviews.

Course Content
Başlangıç ve Temeller
GPU Bellek
İlk GPU Kodu
İşgal (Occupancy)
DEBUG Yapmak ve Performans Ölçümü
Doğru Adımlar Atmak
Çoklu Proje Dosyaları ile Çalışmak
Yüksek Performanslı Memory Transferleri
GPU’da Eş Zamanlı Olmak (Stream)
Cache Seviyeleri – L1 & L2 Cache
SM Shared Memory
Kapanış

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Here are some frequently asked questions about learning Cuda

How Long Does It Take to Learn Cuda?

The answer to the question “How long does it ttake to learn Cuda” is … it depends. Everyone has different requirements, and everyone is working in different scenarios, so the answer for one person might be entirely different than for someone else.

Think about these questions: What are you trying to Learn Cuda for? Where is your starting point? Are you a beginner or do you have experience with Cuda? Just how much can you practice? 1 hour daily? 40 hours per week? Have a look at this course about Cuda.

Is Cuda Easy Or Hard to Learn?

No, learning Cuda isn’t hard for many people. Check this course on how to Learn Cuda in no time!

How to Learn Cuda Fast?

The fastest method to Learn Cuda is to first get this Cuda course, then practice whatever you learn whenever you can. Even if its simply 15 minutes a day of practice. Consistency is crucial.

Where to Learn Cuda?

If you want to explore and learn Cuda, then Udemy provides you the best platform to learn the Cuda. Check this course on how to Learn Cuda in no time!