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Data Storytelling with Python Altair and Generative AI (MEAP v2) - Angelica Lo Duca 2023 PDF | EPUB Manning Publications BOOKS PROGRAMMING
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Data Storytelling with Python Altair and Generative AI (MEAP v2)
Author: Angelica Lo Duca
Year: 2023
Format: PDF | EPUB
File size: 27.0 MB
Language: ENG



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Book Description: Data Storytelling with Python Altair and Generative AI MEAP v2 In today's world, technology is advancing at an unprecedented rate, and it's essential to understand the process of technological evolution to survive and thrive. This book, "Data Storytelling with Python Altair and Generative AI MEAP v2 provides a comprehensive guide on how to organize, visualize, and present data using Python, generative AI, and the cutting-edge Altair data analysis toolkit. The book emphasizes the importance of developing a personal paradigm for perceiving the technological process of developing modern knowledge as the basis for humanity's survival and unity in a warring state. The book begins by introducing the DIKW (Data, Information, Knowledge, Wisdom) pyramid, which serves as the backbone of leading data management systems. Each chapter takes you on a handson journey, showcasing new and interesting data stories from tourist arrivals in Portugal to population growth in the USA. You'll learn how tools like Copilot, ChatGPT, and DALLE can rapidly increase your productivity and streamline the visualization process. As a professional and competent writer, I will delve into the intricacies of this book, highlighting its unique features and the significance of understanding the technology evolution process. The book is designed for data analysts and scientists experienced with Python, and it provides an accessible and simplified text format to ensure that readers can easily grasp the concepts presented. Chapter 1: Introduction to Data Storytelling In the first chapter, the authors introduce the concept of data storytelling and its significance in today's data-driven world.
Data Storytelling с Python Altair и Generative AI MEAP v2 В современном мире технологии развиваются с беспрецедентной скоростью, и важно понимать процесс технологической эволюции, чтобы выжить и процветать. Эта книга «Data Storytelling with Python Altair and Generative AI MEAP v2» содержит исчерпывающее руководство о том, как организовать, визуализировать и представить данные с помощью Python, генеративного AI и новейшего инструментария анализа данных Altair. В книге подчеркивается важность выработки личностной парадигмы восприятия технологического процесса развития современных знаний как основы выживания и единства человечества в воюющем государстве. Книга начинается с представления пирамиды DIKW (Data, Information, Knowledge, Wisdom), которая служит основой ведущих систем управления данными. Каждая глава проводит вас в удобное путешествие, демонстрируя новые и интересные истории данных от туристических прибытий в Португалию до роста населения в США. Вы узнаете, как такие инструменты, как Copilot, ChatGPT и DALLE, могут быстро повысить производительность и упростить процесс визуализации. Как профессиональный и грамотный писатель я буду вникать в тонкости этой книги, выделяя ее уникальные особенности и значимость понимания процесса эволюции технологий. Книга предназначена для аналитиков данных и ученых, имеющих опыт работы с Python, и предоставляет доступный и упрощенный текстовый формат, чтобы читатели могли легко понять представленные концепции. Глава 1: Введение в повествование данных В первой главе авторы представляют концепцию повествования данных и ее значение в современном мире, основанном на данных.
Storytelling de données avec Python Altair et Generative AI MEAP v2 Dans le monde d'aujourd'hui, les technologies évoluent à une vitesse sans précédent et il est important de comprendre le processus d'évolution technologique pour survivre et prospérer. Ce livre « Data Storytelling with Python Altair and Generative AI MEAP v2 » fournit un guide complet sur la façon d'organiser, de visualiser et de présenter les données à l'aide de Python, l'AI générative et la dernière boîte à outils d'analyse de données Altair. livre souligne l'importance d'élaborer un paradigme personnel de la perception du processus technologique du développement des connaissances modernes comme base de la survie et de l'unité de l'humanité dans un État en guerre. livre commence par une présentation de la pyramide DIKW (Data, Information, Knowledge, Wisdom), qui sert de base aux principaux systèmes de gestion des données. Chaque chapitre vous emmène dans un voyage pratique, montrant de nouvelles et intéressantes histoires de données, des arrivées touristiques au Portugal à la croissance démographique aux États-Unis. Vous apprendrez comment des outils comme Copilot, ChatGPT et DALLE peuvent améliorer rapidement les performances et simplifier le processus de visualisation. En tant qu'écrivain professionnel et compétent, je plongerai dans la subtilité de ce livre, en soulignant ses caractéristiques uniques et l'importance de comprendre le processus d'évolution de la technologie. livre est conçu pour les analystes de données et les scientifiques ayant de l'expérience avec Python et fournit un format de texte accessible et simplifié pour permettre aux lecteurs de comprendre facilement les concepts présentés. Chapitre 1 : Introduction à la narration des données Dans le premier chapitre, les auteurs présentent le concept de narration des données et son importance dans le monde moderne basé sur les données.
Data Storytelling con Python Altair y Generative AI MEAP v2 En el mundo actual, la tecnología evoluciona a una velocidad sin precedentes y es importante comprender el proceso de evolución tecnológica para sobrevivir y prosperar. Este libro, «Data Storytelling with Python Altair and Generative AI MEAP v2», ofrece una guía exhaustiva sobre cómo organizar, visualizar y presentar datos con Python, una AI generativa y la última herramienta de análisis de datos de Altair. libro destaca la importancia de generar un paradigma personal para percibir el proceso tecnológico del desarrollo del conocimiento moderno como base para la supervivencia y unidad de la humanidad en un Estado en guerra. libro comienza con una representación de la pirámide DIKW (Data, Information, Knowledge, Wisdom), que sirve como base para los principales sistemas de gestión de datos. Cada capítulo le lleva a un viaje cómodo, mostrando nuevas e interesantes historias de datos desde las llegadas de turistas a Portugal hasta el crecimiento de la población en los Estados Unidos. Aprenderá cómo herramientas como Copilot, ChatGPT y DALLE pueden mejorar rápidamente el rendimiento y simplificar el proceso de visualización. Como escritor profesional y competente, profundizaré en los entresijos de este libro, destacando sus características únicas y la importancia de entender el proceso de evolución de la tecnología. libro está diseñado para analistas de datos y científicos con experiencia en Python y proporciona un formato de texto accesible y simplificado para que los lectores puedan entender fácilmente los conceptos presentados. Capítulo 1: Introducción a la narrativa de datos En el primer capítulo, los autores presentan el concepto de narrativa de datos y su significado en el mundo moderno basado en datos.
Data Storytelling com Python Altair e Generative AI MEAP v2 No mundo atual, a tecnologia evolui a uma velocidade sem precedentes, e é importante compreender o processo de evolução tecnológica para sobreviver e prosperar. Este livro «Data Storytelling with Python Altair and Generative AI MEAP v2» fornece um guia completo sobre como organizar, visualizar e apresentar dados usando Python, AI genérico e a mais recente ferramenta de análise de dados Altair. O livro enfatiza a importância de criar um paradigma pessoal para a percepção do processo tecnológico de desenvolvimento do conhecimento moderno como base para a sobrevivência e a unidade da humanidade num estado em guerra. O livro começa com uma representação da pirâmide DIKW (Data, Informa, Knowledge, Wisdom), que serve de base para os principais sistemas de gerenciamento de dados. Cada capítulo leva você a uma viagem confortável, mostrando novas e interessantes histórias de dados desde as chegadas turísticas a Portugal até o crescimento populacional nos Estados Unidos. Você vai aprender como ferramentas como Copilot, ChatGPT e DALLE podem rapidamente melhorar a produtividade e simplificar o processo de visualização. Como escritor profissional e alfabetizado, estarei envolvido na sutileza deste livro, destacando suas características únicas e a importância da compreensão do processo de evolução da tecnologia. O livro é projetado para analistas de dados e cientistas com experiência em Python e fornece um formato de texto acessível e simplificado para que os leitores possam facilmente compreender os conceitos apresentados. Capítulo 1: Introdução à narrativa de dados No primeiro capítulo, os autores apresentam o conceito de narrativa de dados e seu significado no mundo atual baseado em dados.
Data Storytelling con Python Altair e Generative AI MEAP v2 Nel mondo moderno la tecnologia si sviluppa a velocità senza precedenti ed è importante comprendere l'evoluzione tecnologica per sopravvivere e prosperare. Questo libro «Data Storytelling with Python Altair and Generative AI MEAP v2» fornisce una guida completa su come organizzare, visualizzare e presentare i dati utilizzando Python, l'AI generativo e l'ultimo strumento di analisi dei dati Altair. Il libro sottolinea l'importanza di sviluppare un paradigma personale per la percezione del processo tecnologico di sviluppo della conoscenza moderna come base per la sopravvivenza e l'unità dell'umanità in uno stato in guerra. Il libro inizia con la rappresentazione della piramide DIKW (Data, Information, Knowledge, Wisdom), che è la base dei principali sistemi di gestione dei dati. Ogni capitolo vi porta in un comodo viaggio, mostrando nuove e interessanti storie di dati dagli arrivi turistici in Portogallo alla crescita della popolazione negli Stati Uniti. Scopri come strumenti come Copilot, ChatGPT e DALLE possono rapidamente migliorare le prestazioni e semplificare il processo di visualizzazione. Come scrittore professionista e abile, entrerò nelle finezze di questo libro, evidenziando le sue caratteristiche uniche e l'importanza di comprendere l'evoluzione della tecnologia. Il libro è progettato per analisti di dati e scienziati con esperienza con Python e fornisce un formato di testo accessibile e semplificato per consentire ai lettori di comprendere facilmente i concetti presentati. Capitolo 1: Introduzione alla narrazione dei dati Nel primo capitolo, gli autori presentano il concetto di narrazione dei dati e il suo significato nel mondo moderno basato sui dati.
Data Storytelling mit Python Altair und Generative AI MEAP v2 In der heutigen Welt entwickelt sich die Technologie mit beispielloser Geschwindigkeit und es ist wichtig, den Prozess der technologischen Evolution zu verstehen, um zu überleben und zu gedeihen. Dieses Buch „Data Storytelling with Python Altair and Generative AI MEAP v2“ bietet eine umfassende Anleitung zur Organisation, Visualisierung und Präsentation von Daten mit Python, generativer KI und Altairs neuestem Datenanalysetool. Das Buch betont die Bedeutung der Entwicklung eines persönlichen Paradigmas für die Wahrnehmung des technologischen Prozesses der Entwicklung des modernen Wissens als Grundlage für das Überleben und die Einheit der Menschheit in einem kriegführenden Staat. Das Buch beginnt mit der Vorstellung der DIKW-Pyramide (Data, Information, Knowledge, Wisdom), die als Grundlage für führende Datenmanagementsysteme dient. Jedes Kapitel nimmt e mit auf eine bequeme Reise und zeigt neue und interessante Datengeschichten von Touristenankünften in Portugal bis zum Bevölkerungswachstum in den USA. e erfahren, wie Tools wie Copilot, ChatGPT und DALLE die Produktivität schnell steigern und den Visualisierungsprozess vereinfachen können. Als professioneller und kompetenter Schriftsteller werde ich in die Feinheiten dieses Buches eintauchen und seine einzigartigen Merkmale und die Bedeutung des Verständnisses des technologischen Evolutionsprozesses hervorheben. Das Buch richtet sich an Datenanalysten und Wissenschaftler mit Python-Erfahrung und bietet ein zugängliches und vereinfachtes Textformat, damit die ser die vorgestellten Konzepte leicht verstehen können. Kapitel 1: Einführung in das Data Storytelling Im ersten Kapitel stellen die Autoren das Konzept des Data Storytelling und seine Bedeutung in der heutigen datengetriebenen Welt vor.
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Python Altair ve Generative AI MEAP v2 Teknolojisi ile Veri Hikaye Anlatımı günümüz dünyasında benzeri görülmemiş bir hızla gelişmektedir ve hayatta kalmak ve gelişmek için teknolojik evrim sürecini anlamak önemlidir. "Data Storytelling with Python Altair and Generative AI MEAP v2'adlı bu kitap, Python, generative AI ve en son Altair veri analizi araç setini kullanarak verilerin nasıl düzenleneceği, görselleştirileceği ve sunulacağı konusunda kapsamlı bir rehberlik sunmaktadır. Kitap, savaşan bir durumda insanlığın hayatta kalması ve birliği için temel olarak modern bilginin gelişiminin teknolojik sürecinin algılanması için kişisel bir paradigma geliştirmenin önemini vurgulamaktadır. Kitap, önde gelen veri yönetim sistemlerinin temelini oluşturan DIKW piramidinin (Data, Information, Knowledge, Wisdom) sunumuyla başlıyor. Her bölüm sizi rahat bir yolculuğa çıkarıyor ve Portekiz'deki turist gelişlerinden ABD'deki nüfus artışına kadar yeni ve ilginç veri hikayelerini sergiliyor. Copilot, ChatGPT ve DALLE gibi araçların performansı nasıl hızla artırabileceğini ve görselleştirme sürecini nasıl basitleştirebileceğini öğreneceksiniz. Profesyonel ve yetkin bir yazar olarak, bu kitabın inceliklerini inceleyeceğim, benzersiz özelliklerini ve teknolojinin evrim sürecini anlamanın önemini vurgulayacağım. Kitap, Python'da deneyimli veri analistleri ve bilim adamları için tasarlanmıştır ve okuyucuların sunulan kavramları kolayca anlamaları için erişilebilir ve basitleştirilmiş bir metin formatı sağlar. Bölüm 1: Veri Hikayeciliğine Giriş İlk bölümde, yazarlar veri hikaye anlatımı kavramını ve modern veri odaklı dünyadaki anlamını sunarlar.
تتطور رواية قصص البيانات مع Python Altair و Generative AI MEAP v2 Technology بمعدل غير مسبوق في عالم اليوم، ومن المهم فهم عملية التطور التكنولوجي من أجل البقاء والازدهار. يقدم هذا الكتاب، «رواية قصص البيانات مع Python Altair و Generative AI MEAP v2»، إرشادات شاملة حول كيفية تنظيم البيانات وتصورها وتقديمها باستخدام Python والذكاء الاصطناعي المولد وأحدث مجموعة أدوات تحليل بيانات Altair. يؤكد الكتاب على أهمية وضع نموذج شخصي لتصور العملية التكنولوجية لتطور المعرفة الحديثة كأساس لبقاء البشرية ووحدتها في دولة متحاربة. يبدأ الكتاب بعرض هرم DIKW (البيانات والمعلومات والمعرفة والحكمة)، والذي يعمل كأساس لنظم إدارة البيانات الرائدة. يأخذك كل فصل في رحلة مريحة، حيث يعرض قصص بيانات جديدة ومثيرة للاهتمام من السياح الوافدين إلى البرتغال إلى النمو السكاني في الولايات المتحدة. ستتعلم كيف يمكن لأدوات مثل Copilot و ChatGPT و DALLE تحسين الأداء بسرعة وتبسيط عملية التصور. بصفتي كاتبًا محترفًا وكفؤًا، سأتعمق في تعقيدات هذا الكتاب، وأسلط الضوء على سماته الفريدة وأهمية فهم عملية تطور التكنولوجيا. الكتاب مخصص لمحللي البيانات والعلماء ذوي الخبرة في بايثون، ويوفر تنسيقًا نصيًا سهل الوصول إليه ومبسطًا للقراء لفهم المفاهيم المقدمة بسهولة. الفصل 1: مقدمة لسرد قصص البيانات في الفصل الأول، يقدم المؤلفون مفهوم سرد قصص البيانات ومعناه في العالم الحديث القائم على البيانات.

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