Generative AI Overview (1.2)
In this video, we'll explore the foundational concepts of Generative AI, diving deep into how these technologies are reshaping the boundaries of creativity and innovation. Generative AI refers to a branch of artificial intelligence that can create new content—ranging from text, images, and music to code and video—by learning patterns from extensive datasets. Unlike traditional AI, which focuses on analysis and prediction, Generative AI emphasizes the creative process, allowing machines to produce original works that mimic human creativity. We'll discuss key models like DALL·E and GPT, which have revolutionized the fields of image and text generation, showcasing how these technologies enable artists, designers, and developers to bring their ideas to life in unprecedented ways.
As we journey through the evolution of Generative AI, we'll also touch on the historical milestones that have paved the way for today's advancements. From the early days of deep learning to the groundbreaking introduction of Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs), we'll trace how these innovations laid the groundwork for current models. We'll explore the intricate mechanisms behind these models, such as the Transformer architecture that powers text-to-text models like GPT, and the autoencoders at the core of text-to-image models like DALL·E. By the end of this video, you'll have a solid understanding of how Generative AI works, its applications across various industries, and the potential it holds for the future of human-machine collaboration.
Code for This Video:
https://github.com/jeffheaton/app_gen...
~~~~~~~~~~~~~~~ COURSE MATERIAL ~~~~~~~~~~~~~~~
📖 Textbook - Coming soon
😸🐙 GitHub - https://github.com/jeffheaton/app_gen...
▶️ Play List - • Course Overview: Applications of Gene...
~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~
🖥️ Website: https://www.heatonresearch.com/
🐦 Twitter - / jeffheaton
😸🐙 GitHub - https://github.com/jeffheaton
📸 Instagram - / jeffheatondotcom
🦾 Discord: / discord
▶️ Subscribe: https://www.youtube.com/c/heatonresea...
~~~~~~~~~~~~~~ SUPPORT ME 🙏~~~~~~~~~~~~~~
🅿 Patreon - / jeffheaton
🙏 Other Ways to Support (some free) - https://www.heatonresearch.com/suppor...
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
#GenerativeAI #AI #ArtificialIntelligence #DeepLearning #MachineLearning #DALLE #GPT #TextToImage #TextToText #GANs #VAEs #NeuralNetworks #AIInnovation #AIArt #CreativeAI #TechEducation #AICreativity #FutureOfAI #AIModels #DigitalCreativity #AIResearch
Watch video Generative AI Overview (1.2) online without registration, duration hours minute second in high quality. This video was added by user Jeff Heaton 10 August 2024, don't forget to share it with your friends and acquaintances, it has been viewed on our site 842 once and liked it 41 people.