CUDA Courses and Certifications

CUDA Advanced Libraries

Learn to use CUDA Toolkit's advanced libraries for complex computations and machine learning applications with Johns Hopkins University's 5-week, 22-hour course.

• Coursera
• 1 day 1 hour 16 minutes
• On-Demand
• Free Online Course (Audit)

CUDA at Scale for the Enterprise

Learn to scale GPU use, manage asynchronous workflows, and apply GPUs to data sorting and image processing with Johns Hopkins University's 5-week course. Ideal for software developers and data scientists.

• Coursera
• 1 day 4 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Parallel Programming with CUDA

28 ratings at Coursera

Learn to develop code for processing large data in parallel on GPUs with Johns Hopkins University's 5-week course. Master Nvidia CUDA, thread management, and memory types.

• Coursera
• 21 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

CUDA programming Masterclass with C++

1470 ratings at Udemy

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

• Udemy
• 10 hours 48 minutes
• On-Demand
• Paid Course

Learn CUDA with Docker!

21 ratings at Udemy

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

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

CUDA Crash Course

1 review

Master CUDA programming in 7 hours with this crash course, covering topics from vector addition to GPU performance optimizations.

• YouTube
• 7 hours
• On-Demand
• Free Online Course

Learning CUDA 10 Programming

Learn to write GPU-accelerated applications using CUDA 10. This hands-on tutorial covers fundamentals of CUDA programming, machine learning, image processing, and parallel algorithms. Requires C++ knowledge.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

CUDA

How to run CUDA program on Google Colab | How to runCUDA program online | Run CUDA prog without GPU. CUDA Terminologies: Host, Device, Kernel, Thread, Block, Grid, Warp.CUDA Memory Architecture of GPU: CUDA GPU Architecture.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Online Course

CUDA Tutorials

NVIDIA CUDA Tutorial 1: Introduction. NVIDIA CUDA tutorial 2: Basics and a First Kernel. NVIDIACUDA Tutorial 3: Display Driver has Stopped Working and has Recovered.NVIDIACUDA tutorial 4: Threads, Thread Blocks and Grids.NVIDIA CU DA Tutorial 5: Memory O…

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Online Course

Learn to use CUDA C/C++ tools and techniques to accelerate CPU-only applications to run on massively parallel GPUs.

• Independent
• 8 hours
• On-Demand
• $90.00

5 Minutes Engineering

CUDA Explained Five Minutes

Heterogeneous Architecture ll CUDA ll CPU Vs GPU ll Explained in Hindi. CUDA Processing Flow ll Parallel Computing ll Easiest Explanation Ever in Hindi (Hindi) CUDA Kernel ll Writing and Launchingexplained in 5 Minutes (HINDI)

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

NVIDIA GPU Computing - A Journey from PC Gaming to Deep Learning

Explore the evolution of NVIDIA GPU from gaming to deep learning in this Stanford University seminar. Learn from NVIDIA's VP of GPU ASIC Engineering.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Online Course

Microcredential

GPU Programming

Learn GPU programming with Johns Hopkins University's 22-week course. Master CUDA and parallel computing for applications in machine learning and data processing.

• Coursera
• 22 weeks, 4 hours a week
• On-Demand
• Paid Course
• 4 courses

YOLOv4 Object Detection Course

73 ratings at Udemy

Learn to implement and train YOLOv4 for object detection in a 6-hour course. Gain skills in Python, OpenCV, CUDA, and Darknet, and create a social distancing monitoring app.

• Udemy
• 6 hours
• On-Demand
• Paid Course

High Performance Computing

This course will give you solid foundations for developing, analyzing, and implementing parallel and locality-efficient algorithms. Offered at Georgia Tech as CS6220

• Udacity
• 16 weeks
• On-Demand
• Free Online Course