Certification
Certification in Upscaling and Enhancing AI-Generated Images with ComfyUI
Get certified in AI Image Upscaling with ComfyUI and demonstrate expertise in producing high-quality, artifact-free images, troubleshooting workflow issues, and delivering professional, high-resolution visuals for diverse creative projects.

The exam
Take the certification exam
Multiple-choice questions about the course. Pass with 70% or more and your certificate is issued at once, with a public page and an "Add to LinkedIn" button.
Earn your certification with "ComfyUI Course Ep 46: How to Upscale Your AI Images (Update)" and master the art of producing crisp, high-resolution AI-generated images using ComfyUI. Gain valuable skills that increase your productivity, give you a competitive edge, and help you adapt to future trends in AI image processing. Enroll now to elevate your creative projects and set yourself apart in the field.
This certification covers the following topics:
- The fundamentals of upscaling and its importance in AI image generation
- Common challenges and artifacts in AI upscaling
- Installing and managing custom nodes in ComfyUI
- Understanding and organizing models: SDXL, Flux, Flux Mania, and others
- Workflow architecture for image-to-image and text-to-image upscaling
- Solving banding and artifacts with the Tile Diffusion node
- Optimizing upscaling settings: scale down, resize, and output size control
- Creative control using denoise and model preferences
- Managing hardware limitations and optimizing for low VRAM
- Customizing workflows for efficiency and specific project needs
- Previewing, comparing, and managing output files
- Troubleshooting common issues and advanced cloud-based upscaling
Jobs this certification suits
Our AI checked this certification against 500 jobs; these get the most out of it. Each job links to its learning path.