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(262 reviews)
Recommended experience
Recommended experience
Intermediate level
How Diffusion Models Work is an intermediate course. Knowledge of Python, Tensorflow, or Pytorch will help you get the most out of this course.
(262 reviews)
Recommended experience
Recommended experience
Intermediate level
How Diffusion Models Work is an intermediate course. Knowledge of Python, Tensorflow, or Pytorch will help you get the most out of this course.
What you'll learn
Understand diffusion models in use today.
Build your own diffusion model, and learn to train it.
Implement algorithms to speed up sampling 10x.
Skills you'll practice
Details to know
Only available on desktop
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Learn, practice, and apply job-ready skills in less than 2 hours
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- Gain hands-on experience solving real-world job tasks
About this project
Instructor
Instructor ratings
We asked all learners to give feedback on our instructors based on the quality of their teaching style.
Offered by
Offered by
DeepLearning.AI is an education technology company that develops a global community of AI talent. DeepLearning.AI's expert-led educational experiences provide AI practitioners and non-technical professionals with the necessary tools to go all the way from foundational basics to advanced application, empowering them to build an AI-powered future.
How you'll learn
Hands-on, project-based learning
Practice new skills by completing job-related tasks with step-by-step instructions.
No downloads or installation required
Access the tools and resources you need in a cloud environment.
Available only on desktop
This project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
Why people choose Coursera for their career
Learner reviews
262 reviews
- 5 stars
74.62%
- 4 stars
19.31%
- 3 stars
3.40%
- 2 stars
1.13%
- 1 star
1.51%
Showing 3 of 262
Reviewed on Oct 7, 2023
Course entails the basic Concepts of DDPM and DDIM Diffusion Models
Reviewed on Oct 17, 2023
An amazing and excellent course for Stable Diffusion Models and how it works from scratch.
Reviewed on Apr 9, 2024
It seems like there is a problem with the caption not matching the video slightly.
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Frequently asked questions
In Projects, you'll complete an activity or scenario by following a set of instructions in an interactive hands-on environment. Projects are completed in a real cloud environment and within real instances of various products as opposed to a simulation or demo environment.
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