How to Build a Diffusion Model - An Introduction
Completed by Rong Jin
July 31, 2025
11 hours (approximately)
Rong Jin's account is verified. Coursera certifies their successful completion of How to Build a Diffusion Model - An Introduction
What you will learn
Explain the core concepts of diffusion models and their role in the generative AI landscape.
Design diffusion models from scratch using effective training strategies.
Build text-to-image generation systems leveraging advanced techniques.
Evaluate model performance using real-world metrics.
Skills you will gain
- Category: PyTorch (Machine Learning Library)
- Category: Image Quality
- Category: Model Optimization
- Category: Generative AI
- Category: Model Evaluation
- Category: Model Training
- Category: Fine-tuning
- Category: Data Processing
- Category: Data Preprocessing
- Category: Machine Learning
