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Learner Reviews & Feedback for How Diffusion Models Work by DeepLearning.AI

4.6
stars
271 ratings

About the Course

In How Diffusion Models Work, you will gain a deep familiarity with the diffusion process and the models which carry it out. More than simply pulling in a pre-built model or using an API, this course will teach you to build a diffusion model from scratch. In this course you will: 1. Explore the cutting-edge world of diffusion-based generative AI and create your own diffusion model from scratch. 2. Gain deep familiarity with the diffusion process and the models driving it, going beyond pre-built models and APIs. 3. Acquire practical coding skills by working through labs on sampling, training diffusion models, building neural networks for noise prediction, and adding context for personalized image generation. At the end of the course, you will have a model that can serve as a starting point for your own exploration of diffusion models for your applications. This one-hour course, taught by Sharon Zhou will expand your generative AI capabilities to include building, training, and optimizing diffusion models. Hands-on examples make the concepts easy to understand and build upon. Built-in Jupyter notebooks allow you to seamlessly experiment with the code and labs presented in the course....

Top reviews

SK

Oct 6, 2023

Course entails the basic Concepts of DDPM and DDIM Diffusion Models

SW

Apr 8, 2024

It seems like there is a problem with the caption not matching the video slightly.

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26 - 41 of 41 Reviews for How Diffusion Models Work

By PARTHIV J D

•

Oct 26, 2023

models

By Amit P

•

Dec 27, 2024

good

By satapana m

•

Aug 27, 2024

Good

By MAGESWARI K

•

Jul 10, 2024

nice

By Patryk H

•

Apr 2, 2024

Ok

By Nishant R P

•

May 15, 2025

A

By Taaniya A

•

Dec 8, 2023

very relevant to new advancements, included high level intuition and implementation level details. Handing out certificate of participation would have helped to share my learning achievement with my current organization and linkedin network

By Archie B

•

Aug 5, 2024

Well, It was quite engaging and fun. I got to learn new things and also dive further into such fields.

By Matthew N

•

Dec 11, 2024

No assignment or real assessment to start from scratch. It's just a review of a premade model.

By SKar K

•

Oct 7, 2023

Course entails the basic Concepts of DDPM and DDIM Diffusion Models

By Daniel S

•

Jan 28, 2024

Very good to learn diffusion concepts

By MANIDEEP P

•

Nov 11, 2023

GREAT

By Wil M

•

Oct 9, 2023

N/A

By Henrik S

•

Nov 14, 2024

The course literally races through the Jupyter notebooks, it goes far too fast to really understand. It is probably too ambitious to explain how diffusion models work within an hour and also to explain an implementation in Jupyter notebooks. It would have been better to focus on the theory and explain the notebooks in another, much longer course.

By Tom C

•

Jul 25, 2025

ok

By Ismail Q

•

Jan 25, 2024

Was not in detail , not beginner friendly. labs shouldve been coded in the video and explained so students can follow along