Name: How Diffusion Models Work
Brand: DeepLearning.AI
Availability: OnlineOnly
Rating: 4.6 (42 reviews)

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学生对 DeepLearning.AI 提供的 How Diffusion Models Work 的评价和反馈

4.6

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270 个评分

课程概述

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....

26 - How Diffusion Models Work 的 41 个评论（共 41 个）

创建者 PARTHIV J D

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Oct 25, 2023

models

创建者 Amit P

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Dec 27, 2024

good

创建者 satapana m

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Aug 26, 2024

Good

创建者 MAGESWARI K

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Jul 10, 2024

nice

创建者 Patryk H

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Apr 2, 2024

创建者 Nishant R P

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May 15, 2025

创建者 Taaniya A

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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

创建者 Archie B

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Aug 5, 2024

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

创建者 Matthew N

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Dec 11, 2024

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

创建者 SKar K

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Oct 6, 2023

Course entails the basic Concepts of DDPM and DDIM Diffusion Models

创建者 Daniel S

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Jan 28, 2024

Very good to learn diffusion concepts

创建者 MANIDEEP P

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Nov 10, 2023

GREAT

创建者 Wil M

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Oct 9, 2023

N/A

创建者 Henrik S

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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.