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CUDA Course

CUDA Course
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

As suas aulas são perfeitas. Adquiri o pacote de um ano e, finalmente, tenho a oportunidade de acompanhar diversos temas do meu interesse sem precisar mudar de plataforma... agradeço por tudo o que fazem, já recomendei vocês a outras pessoas...
Giulio Carlo
Giulio CarloAluno de Marketing Digital
Eu gosto de como as lições são direto ao ponto e como eu consigo alterar capítulos e pular conteúdos que não preciso.
Mariana Ferres
Mariana FerresAluna de Fotografia
Gosto do conteúdo e do modo de apresentação e transcrição de vídeos, o que acelera o processo!
Luciana Alvarenga
Luciana AlvarengaAluna de Design de Unhas
A plataforma é rápida, simples de usar. A diversidade de conteúdo e os vídeos complementares ajudam muito no aprendizado.
Giulio Carlo
Giulio CarloAluno de Engenharia de Prompt

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