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Python for Accounting and Finance An Integrative Approach to Using Python for Research - Sunil Kumar 2024 PDF Palgrave Macmillan BOOKS
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Python for Accounting and Finance An Integrative Approach to Using Python for Research
Author: Sunil Kumar
Year: 2024
Pages: 502
Format: PDF
File size: 24.7 MB
Language: ENG



The plot of the book "Python for Accounting and Finance" revolves around the need to understand the technological process of developing modern knowledge as the basis for human survival and unity in a warring world. The author argues that the rapid pace of technological change requires us to constantly adapt and evolve our understanding of technology to stay relevant and competitive. He emphasizes the importance of developing a personal paradigm for perceiving the technological process, which involves embracing new ideas and perspectives while maintaining a critical and discerning approach. The book begins by introducing the basics of Python programming and its key libraries, providing a solid foundation for readers who may be new to the language. It then delves into real-world applications of Python in data acquisition, cleaning, exploratory data analysis, visualization, and advanced topics such as Natural Language Processing (NLP), Machine Learning (ML), predictive analytics, and Deep Learning (DL). The author highlights the unique blend of theoretical knowledge and practical examples throughout the book, ensuring that readers gain not only a firm understanding of Python programming but also the skills to apply it to accounting, finance, and broader business research.
Сюжет книги «Питон для бухгалтерского учета и финансов» вращается вокруг необходимости понимания технологического процесса развития современных знаний как основы выживания и единства человека в воюющем мире. Автор утверждает, что быстрые темпы технологических изменений требуют от нас постоянной адаптации и развития нашего понимания технологий, чтобы оставаться актуальными и конкурентоспособными. Он подчеркивает важность разработки личной парадигмы восприятия технологического процесса, которая предполагает принятие новых идей и перспектив при сохранении критического и проницательного подхода. Книга начинается с ознакомления с основами программирования на Python и его ключевыми библиотеками, обеспечивая прочную основу для читателей, которые могут быть новичками в языке. Затем он углубляется в реальные приложения Python в области сбора данных, очистки, исследовательского анализа данных, визуализации и таких сложных тем, как обработка естественного языка (NLP), машинное обучение (ML), предиктивная аналитика и глубокое обучение (DL). Автор подчеркивает уникальное сочетание теоретических знаний и практических примеров на протяжении всей книги, гарантируя, что читатели получат не только твердое понимание программирования на Python, но и навыки применения его в бухгалтерском учете, финансах и более широких исследованиях бизнеса.
L'intrigue du livre « Python for Accounting and Finance » tourne autour de la nécessité de comprendre le processus technologique du développement des connaissances modernes comme base de la survie et de l'unité de l'homme dans un monde en guerre. L'auteur affirme que le rythme rapide du changement technologique exige que nous adaptions et développions constamment notre compréhension de la technologie pour rester pertinents et compétitifs. Il souligne l'importance de développer un paradigme personnel de perception du processus technologique qui implique l'adoption de nouvelles idées et perspectives tout en maintenant une approche critique et perspicace. livre commence par une introduction aux bases de la programmation sur Python et ses bibliothèques clés, fournissant une base solide pour les lecteurs qui peuvent être nouveaux dans le langage. Il s'oriente ensuite vers les applications réelles de Python dans les domaines de la collecte de données, du nettoyage, de l'analyse de données exploratoires, de la visualisation et de sujets complexes tels que le traitement du langage naturel (NLP), l'apprentissage automatique (ML), l'analyse prédictive et l'apprentissage profond (DL). L'auteur met l'accent sur un mélange unique de connaissances théoriques et d'exemples pratiques tout au long du livre, en veillant à ce que les lecteurs acquièrent non seulement une bonne compréhension de la programmation sur Python, mais aussi des compétences pour l'appliquer en comptabilité, en finance et en études commerciales plus larges.
La trama del libro «Pitón para la contabilidad y las finanzas» gira en torno a la necesidad de entender el proceso tecnológico del desarrollo del conocimiento moderno como base de la supervivencia y la unidad del hombre en un mundo en guerra. autor sostiene que el rápido ritmo del cambio tecnológico nos exige una adaptación constante y el desarrollo de nuestra comprensión de la tecnología para seguir siendo relevantes y competitivos. Destaca la importancia de desarrollar un paradigma personal de percepción del proceso tecnológico que implique la adopción de nuevas ideas y perspectivas, manteniendo al mismo tiempo un enfoque crítico y perspicaz. libro comienza con una introducción a los fundamentos de la programación en Python y sus bibliotecas clave, proporcionando una base sólida para los lectores que pueden ser nuevos en el lenguaje. A continuación, se profundiza en las aplicaciones reales de Python en el campo de la recopilación de datos, limpieza, análisis de datos de investigación, visualización y temas tan complejos como el procesamiento de lenguaje natural (NLP), aprendizaje automático (ML), análisis predictivo y aprendizaje profundo (DL). autor destaca la combinación única de conocimientos teóricos y ejemplos prácticos a lo largo del libro, asegurando que los lectores reciban no solo una sólida comprensión de la programación en Python, sino también habilidades para aplicarla en contabilidad, finanzas y estudios empresariales más amplios.
Die Handlung des Buches „Python für Buchhaltung und Finanzen“ dreht sich um die Notwendigkeit, den technologischen Prozess der Entwicklung des modernen Wissens als Grundlage für das Überleben und die Einheit des Menschen in einer kriegerischen Welt zu verstehen. Der Autor argumentiert, dass das schnelle Tempo des technologischen Wandels es erfordert, dass wir unser Verständnis von Technologie ständig anpassen und entwickeln, um relevant und wettbewerbsfähig zu bleiben. Er betont, wie wichtig es ist, ein persönliches Paradigma für die Wahrnehmung des technologischen Prozesses zu entwickeln, das die Annahme neuer Ideen und Perspektiven unter Beibehaltung eines kritischen und aufschlussreichen Ansatzes beinhaltet. Das Buch beginnt mit einer Einführung in die Grundlagen der Python-Programmierung und ihrer wichtigsten Bibliotheken und bietet eine solide Grundlage für ser, die möglicherweise neu in der Sprache sind. Anschließend vertieft er sich in die realen Anwendungen von Python in den Bereichen Datenerfassung, Bereinigung, explorative Datenanalyse, Visualisierung und komplexe Themen wie Natural Language Processing (NLP), Machine arning (ML), Predictive Analytics und Deep arning (DL). Der Autor betont die einzigartige Kombination von theoretischem Wissen und praktischen Beispielen während des gesamten Buches und stellt sicher, dass die ser nicht nur ein solides Verständnis der Python-Programmierung erhalten, sondern auch die Fähigkeiten, sie in Buchhaltung, Finanzen und breiteren Geschäftsstudien anzuwenden.
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"Muhasebe ve Finans için Python" kitabının konusu, modern bilginin gelişiminin teknolojik sürecini, savaşan bir dünyada insanın hayatta kalması ve birliği için temel olarak anlama ihtiyacı etrafında dönüyor. Yazar, teknolojik değişimin hızlı temposunun, alakalı ve rekabetçi kalmak için teknoloji anlayışımızı sürekli olarak uyarlamamızı ve geliştirmemizi gerektirdiğini savunuyor. Eleştirel ve anlayışlı bir yaklaşım sürdürürken yeni fikirlerin ve bakış açılarının benimsenmesini içeren teknolojik sürecin algılanması için kişisel bir paradigma geliştirmenin önemini vurgulamaktadır. Kitap, Python programlamanın temellerini ve anahtar kütüphanelerini tanıtarak başlar ve dil için yeni olabilecek okuyucular için sağlam bir temel sağlar. Daha sonra veri toplama, temizleme, keşif veri analizi, görselleştirme ve doğal dil işleme (NLP), makine öğrenimi (ML), tahmine dayalı analitik ve derin öğrenme (DL) gibi karmaşık konulardaki gerçek dünya Python uygulamalarını inceler. Yazar, kitap boyunca teorik bilgi ve pratik örneklerin benzersiz kombinasyonunu vurgulayarak, okuyucuların yalnızca Python programlaması hakkında sağlam bir anlayış kazanmakla kalmayıp, aynı zamanda muhasebe, finans ve daha geniş iş araştırmalarına uygulama becerilerini de kazanmalarını sağlar.
تدور حبكة كتاب «بايثون للمحاسبة والتمويل» حول الحاجة إلى فهم العملية التكنولوجية لتطوير المعرفة الحديثة كأساس لبقاء الإنسان ووحدته في عالم متحارب. يجادل المؤلف بأن الوتيرة السريعة للتغير التكنولوجي تتطلب منا تكييف وتطوير فهمنا للتكنولوجيا باستمرار لتظل ذات صلة وتنافسية. ويشدد على أهمية وضع نموذج شخصي لتصور العملية التكنولوجية، ينطوي على اعتماد أفكار ووجهات نظر جديدة مع الحفاظ على نهج نقدي وثاقب. يبدأ الكتاب بتقديم أساسيات برمجة بايثون ومكتباتها الرئيسية، مما يوفر أساسًا صلبًا للقراء الذين قد يكونون جددًا في اللغة. ثم يتعمق في تطبيقات بايثون في العالم الحقيقي في جمع البيانات والتنظيف وتحليل البيانات الاستكشافية والتصور ومواضيع معقدة مثل معالجة اللغة الطبيعية (NLP) والتعلم الآلي (ML) والتحليلات التنبؤية والتعلم العميق (DL). يؤكد المؤلف على المزيج الفريد من المعرفة النظرية والأمثلة العملية في جميع أنحاء الكتاب، مما يضمن أن القراء لا يكتسبون فهمًا قويًا لبرمجة بايثون فحسب، بل يكتسبون أيضًا المهارات اللازمة لتطبيقها على المحاسبة والتمويل والبحوث التجارية الأوسع.

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