Generative Deep Learning with Python
Unleashing the Creative Power of AI by Mastering AI and Python
1st Edition
Published on 23. September 2024
276 pages
978-1-83620-712-2 (ISBN)
Description
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LLC Cuantum Technologies :
Cuantum Technologies is a leading innovator in the realm of software development and education, with a special focus on leveraging the power of Artificial Intelligence and cutting-edge technology. They specialize in web-based software development, authoring insightful programming and AI literature, and building captivating web experiences with the intricate use of HTML, CSS, JavaScript, and Three.js. Their diverse array of products includes CuantumAI, a pioneering SaaS offering, and an array of books spanning from Python, NLP, PHP, JavaScript, and beyond. Through their services, they are constantly striving to demystify AI and technology, making it accessible, understandable, and useable for all.
Cuantum Technologies is a leading innovator in the realm of software development and education, with a special focus on leveraging the power of Artificial Intelligence and cutting-edge technology. They specialize in web-based software development, authoring insightful programming and AI literature, and building captivating web experiences with the intricate use of HTML, CSS, JavaScript, and Three.js. Their diverse array of products includes CuantumAI, a pioneering SaaS offering, and an array of books spanning from Python, NLP, PHP, JavaScript, and beyond. Through their services, they are constantly striving to demystify AI and technology, making it accessible, understandable, and useable for all.
Content
Table of Contents - Introduction to Deep Learning
- Understanding Generative Models
- Deep Dive into Generative Adversarial Networks (GANs)
- Project: Face Generation with GANs
- Exploring Variational Autoencoders (VAEs)
- Project: Handwritten Digit Generation with VAEs
- Understanding Autoregressive Models
- Project: Text Generation with Autoregressive Models
- Advanced Topics in Generative Deep Learning
- Navigating the Future Landscape of Generative Deep Learning
- Understanding Generative Models
- Deep Dive into Generative Adversarial Networks (GANs)
- Project: Face Generation with GANs
- Exploring Variational Autoencoders (VAEs)
- Project: Handwritten Digit Generation with VAEs
- Understanding Autoregressive Models
- Project: Text Generation with Autoregressive Models
- Advanced Topics in Generative Deep Learning
- Navigating the Future Landscape of Generative Deep Learning
