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A Beginner's Guide to Informatics and Artificial Intelligence: A Short Course Towards Practical Problem Solving
Author: Wei Weng
Year: May 18, 2024
Format: PDF
File size: PDF 15 MB
Language: English



A Beginner's Guide to Informatics and Artificial Intelligence: A Short Course Towards Practical Problem Solving Welcome to A Beginner's Guide to Informatics and Artificial Intelligence, a comprehensive and engaging short course that lays the foundation for those taking their first steps into the realms of information science and artificial intelligence (AI). This book is designed for undergraduates, graduates, and professionals who seek to build a sturdy foundation in these exciting fields, whether for research projects, career pursuits, or simply to understand the workings of the digital age. Our goal is to provide a holistic understanding of informatics and AI, empowering learners to contribute meaningfully to the future of these disciplines. Foundational Building Blocks We begin by introducing basic concepts and gradually progressing to advanced topics, ensuring a solid understanding of the fundamentals. The book is divided into two parts: Part I focuses on computer science basics, while Part II delves into advanced AI techniques. Each chapter builds upon previous ones, allowing readers to develop a deep and nuanced comprehension of the subject matter.
A Beginner's Guide to Informatics and Artificial Intelligence: A Short Course Towards Practical Problem Solving Добро пожаловать в A Beginner's Guide to Informatics and Artificial Intelligence, всеобъемлющий и увлекательный краткий курс, который закладывает основу для тех, кто делает первые шаги в области информатики и искусственного интеллекта (ИИ). Эта книга предназначена для студентов, выпускников и профессионалов, которые стремятся создать прочную основу в этих захватывающих областях, будь то для исследовательских проектов, карьерных занятий или просто для понимания работы цифровой эпохи. Наша цель - обеспечить целостное понимание информатики и ИИ, давая возможность учащимся вносить значимый вклад в будущее этих дисциплин. Фундаментальные строительные блоки Мы начинаем с введения базовых концепций и постепенно переходим к расширенным темам, обеспечивая четкое понимание основ. Книга разделена на две части: Часть I посвящена основам информатики, а Часть II углубляется в передовые методы ИИ. Каждая глава основывается на предыдущих, позволяя читателям развить глубокое и тонкое понимание предмета.
A Beginner's Guide to Informatics and Artificial Intelligence : A Short Course Towards Practical Problem Solving Bienvenue dans A Beginner's Guide to Informatics and Artificial Intelligence, et un bref cours fascinant qui jette les bases de ceux qui font les premiers pas dans le domaine de l'informatique et de l'intelligence artificielle (IA). Ce livre est conçu pour les étudiants, les diplômés et les professionnels qui cherchent à créer une base solide dans ces domaines passionnants, que ce soit pour des projets de recherche, des études de carrière ou simplement pour comprendre le travail de l'ère numérique. Notre objectif est de fournir une compréhension holistique de l'informatique et de l'IA, permettant aux élèves d'apporter une contribution significative à l'avenir de ces disciplines. Éléments fondamentaux Nous commençons par introduire des concepts de base et nous passons progressivement à des thèmes élargis, ce qui permet une compréhension claire des fondements. livre est divisé en deux parties : La partie I est consacrée aux fondements de l'informatique et la partie II est consacrée aux meilleures pratiques de l'IA. Chaque chapitre est basé sur les précédents, permettant aux lecteurs de développer une compréhension profonde et subtile du sujet.
A Beginner's Guide to Informatics and Artificial Intelligence: A Short Course Towards Practical Problem Solving Bienvenido a A Beginner's Guide to Información e Inteligencia Artificial, un amplio y fascinante curso breve que sienta las bases para quienes dan sus primeros pasos en Informática e Inteligencia Artificial (IA). Este libro está dirigido a estudiantes, graduados y profesionales que buscan crear una base sólida en estos apasionantes campos, ya sea para proyectos de investigación, ocupaciones profesionales o simplemente para entender el trabajo de la era digital. Nuestro objetivo es proporcionar una comprensión holística de la informática y la IA, permitiendo a los estudiantes hacer una contribución significativa al futuro de estas disciplinas. Bases fundamentales Comenzamos con la introducción de conceptos básicos y pasamos gradualmente a temas avanzados, proporcionando una comprensión clara de los fundamentos. libro se divide en dos partes: la Parte I trata de los fundamentos de la informática, y la Parte II profundiza en las técnicas avanzadas de IA. Cada capítulo se basa en los anteriores, permitiendo a los lectores desarrollar una comprensión profunda y sutil del tema.
A Beginner 's Guide to Informatics and Artificial Intelligence: A Short Course Towards Practical Problem Solving Willkommen bei A Beginner 's Guide to Informatics and Artificial Intelligence, eine umfassende und faszinierende Kurzbeschreibung ein Kurs, der den Grundstein für diejenigen legt, die ihre ersten Schritte in der Informatik und künstliche Intelligenz (KI) machen. Dieses Buch richtet sich an Studenten, Absolventen und Fachleute, die eine solide Grundlage in diesen spannenden Bereichen schaffen möchten, sei es für Forschungsprojekte, Karriereaktivitäten oder einfach nur, um die Arbeit des digitalen Zeitalters zu verstehen. Unser Ziel ist es, ein ganzheitliches Verständnis von Informatik und KI zu vermitteln und die Studierenden in die Lage zu versetzen, einen sinnvollen Beitrag zur Zukunft dieser Disziplinen zu leisten. Grundlegende Bausteine Wir beginnen mit der Einführung grundlegender Konzepte und gehen schrittweise zu erweiterten Themen über, die ein klares Verständnis der Grundlagen vermitteln. Das Buch ist in zwei Teile unterteilt: Teil I widmet sich den Grundlagen der Informatik und Teil II vertieft sich in fortgeschrittene KI-Techniken. Jedes Kapitel baut auf den vorherigen auf und ermöglicht es den sern, ein tiefes und subtiles Verständnis des Themas zu entwickeln.
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A Beginner's Guide to Informatics and Artificial Intelligence: A Short Course Towards Practical Problem Solving Welcome to A Beginner's Guide to Informatics and Artificial Intelligence, bilgisayar bilimi ve yapay zeka (AI) alanlarında ilk adımları atanlar için zemin hazırlayan kapsamlı ve ilgi çekici kısa bir kurs. Bu kitap, araştırma projeleri, kariyer arayışları veya sadece dijital çağın çalışmalarını anlamak için bu heyecan verici alanlarda sağlam bir temel oluşturmak isteyen öğrencilere, mezunlara ve profesyonellere yöneliktir. Amacımız, bilgisayar bilimi ve AI'nın bütünsel bir anlayışını sağlamak ve öğrencileri bu disiplinlerin geleceğine anlamlı katkılarda bulunmalarını sağlamaktır. Temel yapı taşları Temel kavramların tanıtılmasıyla başlıyoruz ve yavaş yavaş genişletilmiş konulara geçerek temellerin net bir şekilde anlaşılmasını sağlıyoruz. Kitap iki bölüme ayrılmıştır: Bölüm I, bilgisayar biliminin temelleri ile ilgilenir ve Bölüm II, gelişmiş AI tekniklerini inceler. Her bölüm, okuyucuların konuyla ilgili derin ve nüanslı bir anlayış geliştirmelerine izin vererek öncekileri temel alır.
دليل المبتدئين للمعلوماتية والذكاء الاصطناعي: دورة قصيرة نحو حل مشكلة عملية مرحبًا بكم في دليل المبتدئين للمعلوماتية والذكاء الاصطناعي، دورة قصيرة شاملة وجذابة تضع الأساس لأولئك الذين يتخذون الخطوات الأولى في علوم الكمبيوتر والذكاء الاصطناعي (منظمة العفو الدولية). يستهدف هذا الكتاب الطلاب والخريجين والمهنيين الذين يسعون إلى بناء أساس متين في هذه المجالات المثيرة، سواء للمشاريع البحثية أو المساعي المهنية أو لمجرد فهم أساليب عمل العصر الرقمي. هدفنا هو توفير فهم شامل لعلوم الكمبيوتر والذكاء الاصطناعي، وتمكين الطلاب من تقديم مساهمات ذات مغزى لمستقبل هذه التخصصات. نبدأ بإدخال المفاهيم الأساسية وننتقل تدريجياً إلى المواضيع الموسعة، مما يوفر فهماً واضحاً للأساسيات. ينقسم الكتاب إلى قسمين: يتناول الجزء الأول أساسيات علوم الكمبيوتر، ويتعمق الجزء الثاني في تقنيات الذكاء الاصطناعي المتقدمة. يعتمد كل فصل على الفصل السابق، مما يسمح للقراء بتطوير فهم عميق ودقيق للموضوع.

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