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Diffusion Models Course

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

What will I learn?

This short, practical Diffusion Models Course provides a clear path from probabilistic foundations to high-quality implementations. You will learn denoising, score matching, ELBO objectives, forward and reverse processes, U-Net architectures, noise schedules, and samplers, plus dataset setup, evaluation metrics, and optimisation tricks so you can design, train, and benchmark modern diffusion models with confidence.

Elevify advantages

Develop skills

  • Build diffusion U-Nets: design, condition, and optimise multi-scale generators.
  • Engineer robust experiments: seeds, loaders, logging, and reproducible pipelines.
  • Train and sample diffusion models: tune noise schedules, samplers, and losses fast.
  • Optimise compute: mixed precision, memory tricks, and distributed diffusion training.
  • Evaluate generative models: FID, IS, KID, ablations, and fair model comparisons.

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

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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