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

4.6
stars
146 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

TN

Nov 24, 2023

Janet Zhou was able to explain simply, not waste too much time on details, yet give opportunity to go much deeper into code. I would like to see a next level course on same topics.

GL

Mar 9, 2024

Excellent course. The instructor clearly explained the basics of diffusion models and brought us through a full fun example of generating images with those models :)

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1 - 25 of 26 Reviews for How Diffusion Models Work

By Łukasz N

Dec 28, 2023

The only pity is that the course is so short. It definitely has a potential to become something larger - there already is a GAN specialization, however there is still much to cover. Fingers crossed that expansion of courses such as this one will happen soon!

By Tom N

Nov 25, 2023

Janet Zhou was able to explain simply, not waste too much time on details, yet give opportunity to go much deeper into code. I would like to see a next level course on same topics.

By Guangyao L

Mar 10, 2024

Excellent course. The instructor clearly explained the basics of diffusion models and brought us through a full fun example of generating images with those models :)

By Gopinathan M

Oct 17, 2023

An amazing and excellent course for Stable Diffusion Models and how it works from scratch.

By Suesarn W

Apr 9, 2024

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

By Xavier S P

Oct 22, 2023

Quick to-the-point insight into the workings of Diffusion nets, unet.

By Palash J B

Oct 15, 2023

Very Good for getting the starting feel of Diffusion Models

By Bhaveshkumar D

May 8, 2024

Excellent content..! Small though Complete in itself..!!

By Maxarram M B

Dec 4, 2023

Ushbu kursdan oʻzimga kerakli bilimlarni oldim. Raxmat

By Imry K

Sep 13, 2023

Very clean code while going into implementation detail

By Randy W

Jan 5, 2024

Great foundation laid down in an hour. Thank you.

By Heer A

Sep 26, 2023

I'm happy about this course

By Ali Ö

Mar 24, 2024

these guys are amazing

By Syed N

Feb 21, 2024

important course

By Umar F

Apr 6, 2024

Learned A lot!

By Abdullah N m

Sep 20, 2023

its so good

By Galiya G

Feb 19, 2024

Отлично

By Tijiboyeva N I q

Nov 18, 2023

nozigul

By PARTHIV J D

Oct 26, 2023

models

By Patryk H

Apr 2, 2024

Ok

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 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 PVN M

Nov 11, 2023

GREAT

By Wil M

Oct 9, 2023

N/A