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4
Role
Course
Generative AI – Text-to-Image Systems
From diffusion theory to prompting practice and ethical deployment
Course progress
22%
Foundations of Generative AI
Core concepts, history, and the generative landscape.
100%
From GANs to Diffusion Models — deep dive
What is Generative AI?
video
·
18 min
·
Mandatory
Completed
From GANs to Diffusion
reading
·
25 min
·
Mandatory
Completed
Knowledge Check
quiz
·
10 min
·
Mandatory
Completed
Diffusion Models in Depth
How noise schedules, U-Nets and latent spaces produce images.
25%
Forward & Reverse Process
video
·
22 min
·
Mandatory
Completed
Latent Diffusion (SD)
reading
·
30 min
·
Mandatory
In progress
Case Study: Stable Diffusion
case study
·
35 min
·
Mandatory
Not started
Sampling Strategies
reading
·
15 min
·
Optional
Optional
Prompting & Control
Prompt engineering, ControlNet, LoRA and conditioning.
0%
Anatomy of a Prompt
video
·
20 min
·
Mandatory
Not started
Negative Prompts
reading
·
12 min
·
Mandatory
Not started
Prompting Quiz
quiz
·
15 min
·
Mandatory
Not started
Assignment: Brand Moodboard
assignment
·
60 min
·
Mandatory
Pending review
Ethics, Bias & Copyright
Responsible AI: provenance, consent, and harm reduction.
0%
Hands-on Lab
Practical generation, fine-tuning, and evaluation.
0%
Final Project
Design and ship a brand-safe text-to-image pipeline.
0%