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Courses>Data Science>Generative A.I., from GANs to CLIP, with Python and Pytorch
DevelopmentGenerative A.I., from GANs to CLIP, with Python and Pytorch
Price:Paid
Length:8 hours
Content type:video
level:all levels
Updated:04 March 2024
Published:22 August 2022
Similar courses
Opportunities
Courses>Data Science>Generative A.I., from GANs to CLIP, with Python and Pytorch
Generative A.I., from GANs to CLIP, with Python and Pytorch
4.5 (15.3k)
8 hours
15268 students
What you will learn
1How to code generative A.I architectures from scratch using Python and Pytorch
2How generative architectures work, in great depth, from GANs to multimodal A.I, understanding every little detail in the process
3In addition to the coding, every section begins with an in-depth review of the key concepts related to these architectures
4Examples: We will code a generative network that produces human faces, and also combine two advanced networks to transform text prompts into amazing images. We will also understand in depth the details of how these networks work.
Target audiences
1People interested in using A.I and deep learning to generate, imagine and create new things
2People interested in generative adversarial networks and other advanced A.I generative architectures
3People interested in how A.I can combine different modalities (text, images) to create new things (multimodal A.I.)
4People interested in learning to code the type of advanced A.I architectures that are the present and future of the field
Requirements
1Basic knowledge of python. It's enough with the very basics, as we will code every little thing together, line by line
2Access to an internet connection, as we will use the free online Google Colab service to code together
3Plenty of enthusiasm as we will go deep into every little detail, let's do it! :)
FAQ
You can view and review the lecture materials indefinitely, like an on-demand channel.
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
Description

Generative A.I. is the present and future of A.I. and deep learning, and it will touch every part of our lives. It is the part of A.I that is closer to our unique human capability of creating, imagining and inventing. By doing this course, you gain advanced knowledge and practical experience in the most promising part of A.I., deep learning, data science and advanced technology.

The course takes you on a fascinating journey in which you learn gradually, step by step, as we code together a range of generative architectures, from basic to advanced, until we reach multimodal A.I, where text and images are connected in incredible ways to produce amazing results.

At the beginning of each section, I explain the key concepts in great depth and then we code together, you and me, line by line, understanding everything, conquering together the challenge of building the most promising A.I architectures of today and tomorrow. After you complete the course, you will have a deep understanding of both the key concepts and the fine details of the coding process.

What a time to be alive! We are able to code and understand architectures that bring us home, home to our own human nature, capable of creating and imagining. Together, we will make it happen. Let's do it!

Similar courses
Opportunities
Make the most out of your online education
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Careertail
Courses>Data Science>Generative A.I., from GANs to CLIP, with Python and Pytorch
DevelopmentGenerative A.I., from GANs to CLIP, with Python and Pytorch
Price:Paid
Length:8 hours
Content type:video
level:all levels
Updated:04 March 2024
Published:22 August 2022
Similar courses
Opportunities
Courses>Data Science>Generative A.I., from GANs to CLIP, with Python and Pytorch
Generative A.I., from GANs to CLIP, with Python and Pytorch
4.5 (15.3k)
8 hours
15268 students
What you will learn
1How to code generative A.I architectures from scratch using Python and Pytorch
2How generative architectures work, in great depth, from GANs to multimodal A.I, understanding every little detail in the process
3In addition to the coding, every section begins with an in-depth review of the key concepts related to these architectures
4Examples: We will code a generative network that produces human faces, and also combine two advanced networks to transform text prompts into amazing images. We will also understand in depth the details of how these networks work.
Target audiences
1People interested in using A.I and deep learning to generate, imagine and create new things
2People interested in generative adversarial networks and other advanced A.I generative architectures
3People interested in how A.I can combine different modalities (text, images) to create new things (multimodal A.I.)
4People interested in learning to code the type of advanced A.I architectures that are the present and future of the field
Requirements
1Basic knowledge of python. It's enough with the very basics, as we will code every little thing together, line by line
2Access to an internet connection, as we will use the free online Google Colab service to code together
3Plenty of enthusiasm as we will go deep into every little detail, let's do it! :)
FAQ
You can view and review the lecture materials indefinitely, like an on-demand channel.
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
Description

Generative A.I. is the present and future of A.I. and deep learning, and it will touch every part of our lives. It is the part of A.I that is closer to our unique human capability of creating, imagining and inventing. By doing this course, you gain advanced knowledge and practical experience in the most promising part of A.I., deep learning, data science and advanced technology.

The course takes you on a fascinating journey in which you learn gradually, step by step, as we code together a range of generative architectures, from basic to advanced, until we reach multimodal A.I, where text and images are connected in incredible ways to produce amazing results.

At the beginning of each section, I explain the key concepts in great depth and then we code together, you and me, line by line, understanding everything, conquering together the challenge of building the most promising A.I architectures of today and tomorrow. After you complete the course, you will have a deep understanding of both the key concepts and the fine details of the coding process.

What a time to be alive! We are able to code and understand architectures that bring us home, home to our own human nature, capable of creating and imagining. Together, we will make it happen. Let's do it!

Similar courses
Opportunities
Make the most out of your online education
Careertail
Copyright © 2021 Careertail.
All rights reserved
Quick Links
Get StartedLog InAbout UsCourses
Company
BlogContactsPrivacy PolicyCookie PolicyTerms and Conditions
Stay up to date
Trustpilot