BOOKS - Modern Business Analytics Increasing the Value of Your Data with Python and R
Modern Business Analytics Increasing the Value of Your Data with Python and R - Deanne Larson 2025 EPUB O’Reilly Media, Inc. BOOKS
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Modern Business Analytics Increasing the Value of Your Data with Python and R
Author: Deanne Larson
Year: 2025
Pages: 560
Format: EPUB
File size: 13.2 MB
Language: ENG



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Long Description of the Book 'Modern Business Analytics Increasing the Value of Your Data with Python and R' In today's fast-paced business environment, data analysis has become a critical tool for organizations to gain insights into their operations and make informed decisions. With the increasing amount of data available, it is essential to have the right tools and techniques to extract meaningful information from this data. This is where Modern Business Analytics comes in - a comprehensive guide to using Python and R to analyze and visualize data. The book begins by exploring the evolution of technology and its impact on society, highlighting the importance of understanding the technological process of developing modern knowledge as the basis for the survival of humanity and the survival of the unification of people in a warring state. It emphasizes the need to develop a personal paradigm for perceiving the technological process and how it can be applied to various aspects of life. The next section delves into the world of data analytics, explaining the concept of big data and its significance in today's business landscape. The authors discuss the different types of data sources, including structured, semi-structured, and unstructured data, and how they can be analyzed using Python and R. They also introduce the concept of data wrangling, which involves cleaning, transforming, and restructuring data to prepare it for analysis. The book then moves on to cover the basics of Python and R programming languages, providing readers with a solid foundation in these tools.
Long Description of the Book 'Modern Business Analytics Increasing the Value of Your Data with Python and R'В современной быстро развивающейся бизнес-среде анализ данных стал критически важным инструментом для организаций, позволяющим получить представление о своей деятельности и принимать обоснованные решения. При растущем количестве доступных данных важно иметь правильные инструменты и методы для извлечения значимой информации из этих данных. Здесь и появляется Modern Business Analytics - комплексное руководство по использованию Python и R для анализа и визуализации данных. Книга начинается с изучения эволюции технологий и их влияния на общество, подчёркивая важность понимания технологического процесса развития современных знаний как основы выживания человечества и выживания объединения людей в воюющем государстве. В ней подчеркивается необходимость выработки личностной парадигмы восприятия технологического процесса и того, как его можно применить к различным аспектам жизни. Следующий раздел углубляется в мир аналитики данных, объясняя концепцию больших данных и их значение в современном бизнес-ландшафте. Авторы обсуждают различные типы источников данных, включая структурированные, полуструктурированные и неструктурированные данные, и то, как они могут быть проанализированы с использованием Python и R. Они также вводят концепцию пререканий с данными, которая включает в себя очистку, преобразование и реструктуризацию данных, чтобы подготовить их к анализу. Затем книга переходит к основам языков программирования Python и R, предоставляя читателям прочную основу в этих инструментах.
Longue description du livre Analyse des affaires moderne Increasing the Value of Your Data with Python and R 'Dans l'environnement d'affaires en évolution rapide d'aujourd'hui, l'analyse des données est devenue un outil essentiel pour les entreprises afin de se faire une idée de leurs activités et de prendre des décisions éclairées. Avec la quantité croissante de données disponibles, il est important de disposer des outils et des techniques appropriés pour extraire des informations significatives de ces données. C'est là que Moderne Business Analytics apparaît, un guide complet sur l'utilisation de Python et R pour l'analyse et la visualisation des données. livre commence par étudier l'évolution des technologies et leur impact sur la société, soulignant l'importance de comprendre le processus technologique du développement des connaissances modernes comme base de la survie de l'humanité et de la survie de l'unification des gens dans un État en guerre. Il souligne la nécessité d'élaborer un paradigme personnel pour la perception du processus technologique et la façon dont il peut être appliqué à différents aspects de la vie. La section suivante explore le monde de l'analyse des données en expliquant le concept de Big Data et son importance dans le paysage des affaires d'aujourd'hui. s auteurs discutent des différents types de sources de données, y compris les données structurées, semi-structurées et non structurées, et de la façon dont elles peuvent être analysées à l'aide de Python et R. Ils introduisent également le concept de prédictions avec les données, qui comprend le nettoyage, la conversion et la restructuration des données pour les préparer à l'analyse. livre passe ensuite aux bases des langages de programmation Python et R, offrant aux lecteurs une base solide dans ces outils.
Long Descripción del libro Análisis de Negocios Modernos Crear el valor de sus datos con Python y R 'En un entorno empresarial en rápida evolución, el análisis de datos se ha convertido en una herramienta crítica para que las organizaciones puedan hacerse una idea de sus actividades y tomar decisiones informadas. Con el creciente número de datos disponibles, es importante contar con las herramientas y métodos adecuados para extraer información significativa de estos datos. Aquí es donde aparece Modern Business Analytics, una guía completa para usar Python y R para analizar y visualizar datos. libro comienza con un estudio de la evolución de la tecnología y su impacto en la sociedad, destacando la importancia de comprender el proceso tecnológico del desarrollo del conocimiento moderno como base para la supervivencia de la humanidad y la supervivencia de la unión de las personas en un estado en guerra. Destaca la necesidad de generar un paradigma personal para la percepción del proceso tecnológico y cómo se puede aplicar a los diferentes aspectos de la vida. La siguiente sección profundiza en el mundo de la analítica de datos, explicando el concepto de big data y su importancia en el panorama empresarial actual. autores discuten diferentes tipos de fuentes de datos, incluyendo datos estructurados, semiestructurados y no estructurados, y cómo se pueden analizar usando Python y R. También introducen un concepto de refriega de datos que incluye la limpieza, transformación y reestructuración de datos para prepararlos para el análisis. libro pasa entonces a los fundamentos de los lenguajes de programación Python y R, proporcionando a los lectores una base sólida en estas herramientas.
Long Descrizione of the Book'Modern Business Analytics Increasing the Value of Your Data with Python and R'In un ambiente di business in continua evoluzione, l'analisi dei dati è diventata uno strumento cruciale per le organizzazioni che consentono di conoscere le proprie attività e prendere decisioni giustificate. Con un numero crescente di dati disponibili, è importante disporre degli strumenti e dei metodi giusti per estrarre informazioni significative da questi dati. Qui arriva Modern Business Analytics, una guida completa all'utilizzo di Python e R per l'analisi e la visualizzazione dei dati. Il libro inizia studiando l'evoluzione della tecnologia e il loro impatto sulla società, sottolineando l'importanza di comprendere il processo tecnologico di sviluppo delle conoscenze moderne come base della sopravvivenza dell'umanità e della sopravvivenza dell'unione delle persone in uno stato in guerra. Essa sottolinea la necessità di sviluppare un paradigma personale della percezione del processo tecnologico e di come esso può essere applicato a diversi aspetti della vita. La sezione successiva si approfondisce nel mondo degli analisti di dati, spiegando il concetto di big data e il loro significato nel panorama aziendale moderno. Gli autori discutono di diversi tipi di sorgenti di dati, tra cui dati strutturati, semistrutturati e non strutturati, e di come possono essere analizzati utilizzando Python e R. Introducono anche un concetto di prelievo con dati che include la pulizia, la trasformazione e la ristrutturazione dei dati per prepararli all'analisi. Il libro passa poi alle basi dei linguaggi di programmazione Python e R, fornendo ai lettori una base solida in questi strumenti.
Lange Beschreibung des Buches'Modern Business Analytics Den Wert Ihrer Daten mit Python und R 'steigern In der heutigen schnelllebigen Geschäftsumgebung ist die Datenanalyse zu einem kritischen Werkzeug für Unternehmen geworden, um Einblicke in ihre Aktivitäten zu erhalten und fundierte Entscheidungen zu treffen. Mit der wachsenden Menge an verfügbaren Daten ist es wichtig, die richtigen Werkzeuge und Methoden zu haben, um aussagekräftige Informationen aus diesen Daten zu extrahieren. Hier setzt Modern Business Analytics an, ein umfassender itfaden zur Verwendung von Python und R zur Datenanalyse und Visualisierung. Das Buch beginnt mit einer Untersuchung der Entwicklung der Technologie und ihrer Auswirkungen auf die Gesellschaft und betont die Bedeutung des Verständnisses des technologischen Prozesses der Entwicklung des modernen Wissens als Grundlage für das Überleben der Menschheit und das Überleben der Vereinigung der Menschen in einem kriegführenden Staat. Es betont die Notwendigkeit, ein persönliches Paradigma für die Wahrnehmung des technologischen Prozesses zu entwickeln und wie er auf verschiedene Aspekte des bens angewendet werden kann. Der folgende Abschnitt taucht tief in die Welt der Datenanalyse ein und erklärt das Konzept von Big Data und seine Bedeutung in der heutigen Geschäftslandschaft. Die Autoren diskutieren verschiedene Arten von Datenquellen, einschließlich strukturierter, halbstrukturierter und unstrukturierter Daten, und wie sie mit Python und R analysiert werden können. e führen auch das Konzept des Datenstreits ein, bei dem Daten bereinigt, transformiert und umstrukturiert werden, um sie auf die Analyse vorzubereiten. Das Buch geht dann zu den Grundlagen der Programmiersprachen Python und R über und bietet den sern eine solide Grundlage in diesen Tools.
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Kitabın Uzun Açıklaması 'Modern İş Analitiği Python ve R ile Verilerinizin Değerini Artırmak'Günümüzün hızla gelişen iş ortamında, veri analizi, kuruluşların içgörü kazanmaları ve bilinçli kararlar almaları için kritik bir araç haline gelmiştir. Mevcut veri miktarı arttıkça, bu verilerden anlamlı bilgiler elde etmek için doğru araçlara ve yöntemlere sahip olmak önemlidir. Modern Business Analytics'in devreye girdiği yer burasıdır - verileri analiz etmek ve görselleştirmek için Python ve R'yi kullanmak için kapsamlı bir rehber. Kitap, teknolojinin evrimi ve toplum üzerindeki etkisi üzerine bir çalışma ile başlar ve modern bilginin gelişiminin teknolojik sürecini, insanlığın hayatta kalması ve savaşan bir devlette insanların birleşmesinin hayatta kalması için temel olarak anlamanın önemini vurgular. Teknolojik sürecin algılanması ve yaşamın çeşitli yönlerine nasıl uygulanabileceği için kişisel bir paradigma geliştirme ihtiyacını vurgular. Bir sonraki bölüm, büyük veri kavramını ve bugünün iş dünyasındaki önemini açıklayan veri analitiği dünyasına giriyor. Yazarlar, yapılandırılmış, yarı yapılandırılmış ve yapılandırılmamış veriler de dahil olmak üzere farklı veri kaynakları türlerini ve bunların Python ve R. Kullanılarak nasıl analiz edilebileceğini tartışıyorlar. Ayrıca, analize hazırlamak için verilerin temizlenmesi, dönüştürülmesi ve yeniden yapılandırılmasını içeren veri karmaşası kavramını da tanıtıyorlar. Kitap daha sonra Python ve R programlama dillerinin temellerine geçerek okuyuculara bu araçlarda sağlam bir temel sağlar.
書籍的長期描述現代商業分析利用Python和R'Sethon實現您的數據價值。在當今快速發展的商業環境中,數據分析已成為組織了解其活動並做出明智決策的關鍵工具。隨著可用數據的不斷增加,重要的是擁有正確的工具和方法來從這些數據中提取有意義的信息。Modern Business Analytics是使用Python和R進行數據分析和可視化的全面指南。本書首先研究技術的演變及其對社會的影響,強調了解現代知識發展的技術過程作為人類生存和人類在交戰國團結生存的基礎的重要性。它強調有必要制定一種個人範式,以感知過程以及如何將其應用於生活的各個方面。下一節深入研究數據分析世界,解釋大數據的概念及其在當今商業環境中的重要性。作者討論了各種類型的數據源,包括結構化,半結構化和非結構化數據,以及如何使用Python和R進行分析。他們還介紹了數據爭論的概念,其中包括數據清理,轉換和重組,以準備進行分析。然後,該書繼續使用Python和R編程語言的基礎,為讀者提供了這些工具的堅實基礎。

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