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CUDA Course

4.7/5
CUDA Course
4.7 in the evaluation
from 4 to 360h flexible workload
valid certificate in your country

What will I learn?

Gain expertise in GPU acceleration through this targeted CUDA course, progressing from CPU fundamentals to high-performance 2D stencil kernels. Explore CUDA programming model, warps, occupancy, and synchronisation techniques, then craft efficient kernels using shared memory tiling, halo management, and optimised block configurations. Profile, benchmark, verify accuracy, and implement architecture-specific optimisations for demanding, real-world high-performance tasks.

Elevify advantages

Develop skills

  • Design efficient CUDA kernels by mapping 2D grids to optimal blocks and threads.
  • Optimise GPU memory patterns with shared tiling, coalesced accesses, and bank conflict resolutions.
  • Fine-tune kernels for NVIDIA GPUs through profiling, maximising occupancy, and eliminating bottlenecks.
  • Build reliable 2D stencil implementations handling boundaries, precision, and rigorous testing.
  • Benchmark CPU against GPU performance, quantifying speedups, GFLOPS, and bandwidth improvements.

Suggested summary

Before starting, you can change the chapters and 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 lessons are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...
Giulio Carlo
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.
Mariana Ferres
Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!
Luciana Alvarenga
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.
André Felipe
André FelipePrompt Engineering Student

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