Riti Introduction to Generative AI with Julia and Python

From Theory to Practice
1. Auflage 2026
ISBN: 979-8-8688-2329-9
Verlag: APRESS
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 248 Seiten

Reihe: Professional and Applied Computing (R0)

Elevate your coding capabilities and gain the skills necessary for maximized performance and career opportunities in the field of Artificial Intelligence. This book is a step-by-step guide designed to equip software engineers with solid foundation of Generative AI basics.

The book begins by introducing Generative AI using Google Colab to establish a solid foundation, before demonstrating how to leverage Python and Julia’s AI capabilities to construct Artificial Neural Networks. You’ll then explore advanced AI models, such as variational autoencoders, in order to generative images and text.

Author Pierluigi Riti not only navigates the complexities of this emerging topic but fills a crucial gap by guiding software engineers through theory before leading them to produce different types of models using only free resources.

What You Will Learn

• Acquire a solid foundation of Generative AI basics.
• Utilize the capabilities of Python and Julia to constructure Artificial Neural Networks
• Explore advanced AI models including variational autoencoders, to generate images 
• Survey different architectures for AI and utilize free resources to produce different AI

Who This Book Is For

Programmers new to artificial intelligence, but with a fundamental grasp of Python.

Zielgruppe

Professional/practitioner

Autoren/Hrsg.

Riti, Pierluigi

Inhaltsverzeichnis

Chapter 1:Artificial Intelligence: A Gentle Introduction.- Chapter 2:Introduction to Julia.- Chapter3: Introduction to Python.- Chapter 4: Introduction to Generative Artificial Intelligence.- Chapter 5: Generative Adversarial Models.- Chapter 6: Autoencoder.- Chapter 7: Variational Autoencoder.

Über Autor(innen)

Pierluigi Riti is currently a technical leader with Mastercard. Prior to that, he was a senior software engineer at Coupa, Synchronos, Ericsson, and Tata. His experience includes implementing and designing complex software architecture. Also, he has over 20  in more general design and development of different scale applications, particularly in the telco and financial industries. Pierluigi holds a Master’s degree in Science of Artificial Intelligence from the University of Limerick and is a researcher with South-East Technological University, in Ireland, focusing on high-tech startups in the field of AI.