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Update README.md
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nivu authored Feb 29, 2024
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Expand Up @@ -6,7 +6,7 @@ This is a comprehensive guide to understanding and navigating the realm of Gener
| Topic | References |
| --------------------------------------------------------- |:-------------------------------------------------------------------------------------------------------------------------------------------- |
| Introduction to Generative AI,Importance and Applications | [Intro to Generartive AI - Google Cloud Tech▶️](https://www.youtube.com/watch?v=G2fqAlgmoPo&pp=ygUdaW50cm9kdWN0aW9uIHRvIGdlbmVyYXRpdmUgYWk%3D) |
| Autoencoders and Variational Autoencoders (VAEs) | [Variational Autoencoders - ArxivInsights▶️](https://www.youtube.com/watch?v=9zKuYvjFFS8&t=346s&pp=ygUXdmFyaWF0aW9uYWwgYXV0b2VuY29kZXI%3D)<br> [Autoencoders Explained Easily▶️](https://www.youtube.com/watch?v=xwrzh4e8DLs&t=2s)<br>[Autoencoders - Jeremy Jordan🧾 ](https://www.jeremyjordan.me/autoencoders/) |
| Autoencoders and Variational Autoencoders (VAEs) | [Variational Autoencoders - ArxivInsights▶️](https://www.youtube.com/watch?v=9zKuYvjFFS8&t=346s&pp=ygUXdmFyaWF0aW9uYWwgYXV0b2VuY29kZXI%3D)<br> [Autoencoders Explained Easily▶️](https://youtu.be/SSXDkfiPs7c?si=3KD2T44sQQSMFjdG)<br>[Autoencoders - Jeremy Jordan🧾 ](https://www.jeremyjordan.me/autoencoders/) |
|Generative Adversarial Networks (GANs)| [A Friendly Introduction to Generative Adversarial Networks (GANs) - Serrano.Academy▶️](https://www.youtube.com/watch?v=8L11aMN5KY8&t=1076s&pp=ygUER2Fucw%3D%3D) <br> [6 GAN Architectures You Really Should Know - neptune.ai🧾](https://neptune.ai/blog/6-gan-architectures)|
|Autoregressive Models and RBMs|[Guide to Autoregressive Models- Turing🧾](https://www.turing.com/kb/guide-to-autoregressive-models)<br> [Autoregressive Diffusion Models - Yannic Kilcher▶️](https://www.youtube.com/watch?v=2h4tRsQzipQ)<br>[Restricted Boltzmann Machines (RBM)- Serrano.Academy▶️](https://www.youtube.com/watch?v=Fkw0_aAtwIw)<br>|
|Text Generation and Language Modeling| [Text Generation-HuggingFace](https://huggingface.co/tasks/text-generation)🧾|
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