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CUDA Course

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

What will I learn?

Master GPU acceleration with this focused CUDA Course that takes you from CPU baselines to optimized 2D stencil kernels. Learn the CUDA programming model, warps, occupancy, and synchronization, then design efficient kernels with shared memory tiling, halo handling, and tuned block sizes. You will profile, benchmark, validate correctness, and apply architecture-aware optimizations for real, high-performance workloads.

Elevify advantages

Develop skills

  • Design high-performance CUDA kernels: map 2D grids to blocks and threads fast.
  • Optimize GPU memory: shared tiling, coalesced access, and bank-conflict fixes.
  • Tune for NVIDIA GPUs: profile kernels, boost occupancy, and cut bottlenecks.
  • Implement robust 2D stencils: boundary handling, precision choice, and testing.
  • Benchmark CPU vs GPU: measure speedups, GFLOPS, and memory bandwidth gains.

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... thank you for everything you do, I've already recommended you to others...
Giulio Carlo
Giulio CarloDigital Marketing Student
I like how the lessons get 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 extra videos really help with learning.
Giulio Carlo
Giulio CarloPrompt Engineering Student

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