Learn Python Generative AI: Journey from autoencoders to transformers to large language models Paperback – 31 January 2024

Learn Python Generative AI: Journey is an engaging and comprehensive guide designed to introduce learners to the fascinating world of generative artificial intelligence using Python. This journey equips you with the foundational skills, tools, and techniques to develop AI models capable of generating creative outputs such as text, images, music, and more.

The course begins with an overview of Python programming essentials, ensuring you have a strong understanding of the language’s syntax and libraries, even if you’re a beginner. As you progress, you’ll dive into key AI concepts, such as machine learning, neural networks, and deep learning. The focus then shifts to generative AI techniques, where you’ll learn about models like GANs (Generative Adversarial Networks) and transformers, which are at the core of modern AI applications.

Throughout the journey, you’ll explore real-world applications of generative AI, such as creating realistic images, generating coherent text with language models, and synthesizing audio. The curriculum includes hands-on projects, allowing you to implement Python-based AI solutions and develop your expertise step by step. Tools like TensorFlow, PyTorch, and Hugging Face are introduced, giving you practical experience with industry-standard frameworks.

One of the highlights of this learning experience is the opportunity to experiment with state-of-the-art models like OpenAI’s GPT and DALL·E, as well as fine-tuning them for specific tasks. This ensures that you not only understand the theory behind generative AI but also gain the practical skills to apply it in innovative ways.

Whether you’re a student, a developer, or a professional looking to expand your skill set, Learn Python Generative AI: Journey provides a structured pathway to mastering this exciting field. By the end of the journey, you’ll be ready to create your own generative AI models and explore the limitless possibilities of this transformative technology.