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Exploring Generative AI Models and Architecture
Explore generative AI models and architecture and apply key architectures like VAEs, Transformers, and GANs to real-world problems.
This Course Includes
pluralsight
4 (171 reviews )
48 minutes 
english
Online - Self Paced
core courses
pluralsight
About Exploring Generative AI Models and Architecture
Are you fascinated by how AI can create new content, from images to text? Do you want to harness this power and apply it to real-world problems?
In this course, Exploring Generative AI Models and Architecture, you’ll gain the ability to understand, design, and implement generative models.
First, you’ll explore the architecture of Variational Autoencoders (VAEs), and Generative Adversarial Networks (GANs), and learn how they generate new data from existing examples.
Next, you’ll discover Transformers and their applications in language translation, text summarization, and chatbots.
Finally, you’ll learn about the architecture of combination models, and how to use them in image captioning, etc. By the end of this course, you'll have gained a greater understanding of generative AI models and architecture.
What You Will Learn?
- Course Overview : 1min.
- Introduction to Generative Models : 8mins.
- Variational Autoencoders (VAEs) : 6mins.
- Transformers : 6mins.
- Chatbots : 5mins.
- Generative Adversarial Networks (GANs) : 5mins.
- Combination Models : 5mins.
- Large Language Models (LLMs) : 7mins.