Introduction to Generative AI with Julia and Python: From Theory to Practice
暫譯: 使用 Julia 和 Python 的生成式 AI 入門：從理論到實踐

Riti, Pierluigi

Introduction to Generative AI with Julia and Python: From Theory to Practice
  • 出版商: Apress
  • 出版日期: 2026-02-01
  • 售價: $2,110
  • 貴賓價: 9.8 折 $2,067
  • 語言: 英文
  • 頁數: 248
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9798868823282
  • ISBN-13: 9798868823282
  • 相關分類: GAN 生成對抗網絡

    • 海外代購書籍(需單獨結帳)

商品描述

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.

商品描述(中文翻譯)

提升您的程式編寫能力，獲得在人工智慧領域中最大化表現和職業機會所需的技能。本書是一個逐步指南，旨在為軟體工程師提供生成式人工智慧（Generative AI）基礎的堅實基礎。

本書首先介紹如何使用 Google Colab 來建立生成式人工智慧的堅實基礎，然後展示如何利用 Python 和 Julia 的人工智慧能力來構建人工神經網絡。接著，您將探索先進的人工智慧模型，例如變分自編碼器（variational autoencoders），以生成圖像和文本。

作者 Pierluigi Riti 不僅引導讀者了解這一新興主題的複雜性，還填補了重要的空白，通過理論指導軟體工程師，然後引導他們僅使用免費資源來產生不同類型的模型。

您將學到什麼


  • 獲得生成式人工智慧基礎的堅實基礎。

  • 利用 Python 和 Julia 的能力來構建人工神經網絡。

  • 探索包括變分自編碼器在內的先進人工智慧模型，以生成圖像。

  • 調查不同的人工智慧架構，並利用免費資源來產生不同的人工智慧。

本書適合誰

對人工智慧感興趣的程式設計師，但需具備基本的 Python 知識。

作者簡介

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.

作者簡介(中文翻譯)

Pierluigi Riti 目前是 Mastercard 的技術領導者。在此之前，他曾擔任 Coupa、Synchronos、Ericsson 和 Tata 的資深軟體工程師。他的經驗包括實施和設計複雜的軟體架構。此外，他在不同規模應用程式的一般設計和開發方面擁有超過 20 年的經驗，特別是在電信和金融行業。 Pierluigi 擁有利默里克大學的人工智慧科學碩士學位，並且是愛爾蘭東南科技大學的研究員，專注於人工智慧領域的高科技創業公司。

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