Generative AI - From Big Picture, to Idea, to Implementation | Bestseller Generative AI Course coupon code
Bestseller Udemy Generative AI Course coupon code
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| Generative AI - From Big Picture, to Idea, to Implementation | Bestseller Generative AI Course coupon code |
Description
There are 3 angles that we take:
Application angle: we get to know many GAI application fields, where we then ideate what further projects could emerge from that. Ultimately, we point to good starting points and how to get GAI models implemented effectively.
The application list is down below.
Tech angle: we see what GAI models exist. We will focus on only relevant parts of the code and not on administrative code that won't be accurate a year from now (it's one google away). Further, there will be an excursion: from computation graphs, to neural networks, to deep neural networks, to convolutional neural networks (the basis for image and video generation).
The architecture list is down below.
Ethical angle/ Ethical AI: we discuss the concerns of GAI models and what companies and governments do to prevent further harm.
Enjoy your GAI journey!
List of discussed application fields:
Cybersecurity 2.0 (Adversarial Attack vs. Defense)
3D Object Generation
Text-to-Image Translation
Video-to-Video Translation
Superresolution
Interactive Image Generation
Face Generation
Generative Art
Data Compression with GANs
Domain-Transfer (i.e. Style-Transfer, Sketch-to-Image, Segmentation-to-Image)
Crypto, Blockchain, NFTs
Idea Generator
Automatic Video Generation and Video Prediction
Text Generation, NLP Models (incl. Coding Suggestions like Co-Pilot)
GAI Outlook
etc.
Generative AI Architectures/ Models that we cover in the course (at least conceptually):
(Vanilla) GAN
AutoEncoder
Variational AutoEncoder
Style-GAN
conditional GAN
3D-GAN
GauGAN
DC-GAN
CycleGAN
GPT-3
Progressive GAN
BiGAN
GameGAN
BigGAN
Pix2Vox
WGAN
StackGAN
etc.
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