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Generative AI Overview - Foundations, Models, and Applications

Offered By: Jeff Heaton via YouTube

Tags

Generative AI Courses Machine Learning Courses Deep Learning Courses DALL-E Courses Variational Autoencoders Courses Transformer Architecture Courses

Course Description

Overview

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Explore the foundational concepts of Generative AI in this 11-minute video, delving into how these technologies are reshaping creativity and innovation. Learn about the branch of artificial intelligence that creates new content, from text and images to music and code, by learning patterns from extensive datasets. Discover key models like DALLĀ·E and GPT, which have revolutionized image and text generation. Trace the historical milestones of Generative AI, from early deep learning to Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs). Understand the intricate mechanisms behind these models, including the Transformer architecture powering text-to-text models and autoencoders at the core of text-to-image models. Gain insights into Generative AI's applications across various industries and its potential for future human-machine collaboration.

Syllabus

Generative AI Overview (1.2)


Taught by

Jeff Heaton

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