Foundations
& Core Skills
Module 1:
Introduction to Stable Diffusion and Generative AI
- Training objectives & roadmap
- Why Generative AI matters for
creative teams
- Real-world applications of AI in
design & marketing
Module 2:
Stable Diffusion Setup and Installation Guide
- Local installation & cloud
deployment
- Hardware/GPU requirements for
creatives
- Managing models, datasets &
workflows
Module 3:
Mastering Prompt Engineering in Stable Diffusion
- Prompt structure (subject,
modifiers, style, lighting)
- Writing effective AI prompts for
high-quality results
- Negative prompts for brand safety
& image control
Module 4:
Brand Consistency with AI Image Generation
- Style tokens & palettes for
brand alignment
- Iterative refinement & seed
control for reproducibility
- Building a Prompt Library
for creative teams
Advanced
Tools, Workflows & Governance
Module 5:
Advanced Stable Diffusion Tools and Extensions
- Comparing Stable Diffusion versions
(1.5, XL, Turbo)
- Interfaces: Automatic1111, ComfyUI,
InvokeAI
- Extensions: ControlNet, LoRAs,
Textual Inversion
- Fine-tuning with custom LoRA
models
- Use cases: product imagery,
campaign visuals, concept ideation
Module 6:
Creative Workflows with AI Image Editing
- Image-to-Image workflows for design
iteration
- Inpainting & outpainting for
creative edits
- Post-processing with
Photoshop/Lightroom
- AI-enhanced storytelling &
campaign visuals
Module 7:
Workflow Management for AI-Powered Design Teams
- Integrating Stable Diffusion into
creative pipelines
- Asset organization & version
control best practices
- Team collaboration & prompt
sharing platforms
- ROI measurement of AI-driven
creativity
Module 8:
Ethical AI Use, Copyright & Brand Safety
- Copyright, ownership & IP
considerations
- Dataset transparency &
responsible sourcing
- Bias mitigation & brand safety
strategies
- Responsible AI usage guidelines for
organizations
Summary
& Wrap-Up: Future of Generative AI in Creativity
- Recap of key learnings
- Best practices for scaling AI in
design workflows
- Open Q&A
- ProgNXT Assessment
- ProgNXT Certification
