Log in
Choose your language

CUDA Course

CUDA Course
flexible workload of 4 to 360h
valid certificate in your country

What will I learn?

Gain expertise in GPU acceleration through this comprehensive CUDA course, progressing from basic CPU implementations to highly optimised 2D stencil kernels. Explore the CUDA programming model, warps, occupancy, and synchronisation techniques, then develop efficient kernels using shared memory tiling, halo management, and optimal block configurations. Master profiling, benchmarking, correctness validation, and architecture-specific optimisations for high-performance real-world applications.

Elevify advantages

Develop skills

  • Design efficient CUDA kernels by mapping 2D grids to optimal blocks and threads.
  • Optimise GPU memory usage with shared memory tiling, coalesced accesses, and bank conflict resolution.
  • Fine-tune kernels for NVIDIA GPUs through profiling, improving occupancy, and eliminating bottlenecks.
  • Develop reliable 2D stencil implementations handling boundaries, selecting precision, and rigorous testing.
  • Compare CPU and GPU performance by measuring speedups, GFLOPS, and memory bandwidth improvements.

Suggested summary

Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.
Workload: between 4 and 360 hours

What our students say

Your classes are perfect. I got the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... I appreciate everything you do, I've already recommended you to others...
Giulio Carlo
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can switch chapters and skip content I don't need.
Mariana Ferres
Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!
Luciana Alvarenga
Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the supplementary videos really help with learning.
Giulio Carlo
Giulio CarloPrompt Engineering Student

FAQ

Who is Elevify? How does it work?

Do the courses have certificates?

Are the courses free?

What is the course workload?

What are the courses like?

How do the courses work?

What is the duration of the courses?

What is the cost or price of the courses?

What is an EAD or online course and how does it work?

PDF Course