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Pandas Workout 200 exercises to make you a stronger data analyst (Final Release) - Reuven M. Lerner 2024 PDF Manning Publications BOOKS
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Pandas Workout 200 exercises to make you a stronger data analyst (Final Release)
Author: Reuven M. Lerner
Year: 2024
Pages: 442
Format: PDF
File size: 14.3 MB
Language: ENG



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Pandas Workout: 200 Exercises to Make You a Stronger Data Analyst (Final Release) As technology continues to evolve at an unprecedented pace, it is crucial for individuals to develop a personal paradigm for perceiving the technological process of developing modern knowledge. This paradigm must be based on the understanding that the survival of humanity and the survival of the unification of people in a warring state depend on the ability to adapt and evolve alongside technology. In this context, the book "Pandas Workout: 200 Exercises to Make You a Stronger Data Analyst" provides a comprehensive guide to mastering the Pandas library, a powerful tool for data analysis in Python. The book begins by emphasizing the importance of practice in mastering Pandas skills. It presents 50 exercises that are designed to build intuition and automatic fluency in essential Pandas tasks, allowing readers to test their skills against real-world challenges. These challenges include data cleaning, exploring real-world datasets such as New York taxis, Kickstarter projects, and global tourist spending, and provide detailed explanations to guide success and make new skills stick.
Pandas Workout: 200 упражнений, чтобы сделать вас более сильным аналитиком данных (окончательный выпуск) Поскольку технологии продолжают развиваться беспрецедентными темпами, для людей крайне важно разработать личную парадигму для восприятия технологического процесса развития современных знаний. Эта парадигма должна основываться на понимании того, что выживание человечества и выживание объединения людей в воюющем государстве зависит от способности адаптироваться и развиваться вместе с технологиями. В этом контексте в книге «Pandas Workout: 200 Exercises to Make You a Stronger Data Analyst» представлено исчерпывающее руководство по освоению библиотеки Pandas - мощного инструмента для анализа данных на Python. Книга начинается с подчёркивания важности практики в освоении навыков Панды. Он представляет 50 упражнений, которые предназначены для создания интуиции и автоматического бегства в основных задачах Pandas, позволяя читателям проверить свои навыки на реальных проблемах. Эти проблемы включают в себя очистку данных, изучение реальных наборов данных, таких как нью-йоркские такси, проекты Kickstarter и глобальные расходы на туристов, а также предоставление подробных объяснений, которые помогут добиться успеха и сохранить новые навыки.
Pandas Workout : 200 exercices pour faire de vous un analyste de données plus fort (sortie finale) Alors que la technologie continue d'évoluer à un rythme sans précédent, il est essentiel que les gens développent un paradigme personnel pour percevoir le processus technologique du développement des connaissances modernes. Ce paradigme doit être fondé sur l'idée que la survie de l'humanité et la survie de l'unification des êtres humains dans un État en guerre dépendent de la capacité de s'adapter et de se développer avec la technologie. Dans ce contexte, le livre « Pandas Workout : 200 Exercices to Make You a Stronger Data Analyst » présente un guide complet sur la maîtrise de la bibliothèque Pandas, un outil puissant pour analyser les données sur Python. livre commence par souligner l'importance de la pratique dans l'apprentissage des compétences de Panda. Il présente 50 exercices qui sont conçus pour créer l'intuition et la fuite automatique dans les tâches de base de Pandas, permettant aux lecteurs de tester leurs compétences sur des problèmes réels. Ces défis comprennent le nettoyage des données, l'étude d'ensembles de données réels tels que les taxis de New York, les projets Kickstarter et les dépenses touristiques mondiales, ainsi que la fourniture d'explications détaillées qui aideront à réussir et à préserver de nouvelles compétences.
Pandas Workout: 200 ejercicios para convertirte en un analista de datos más fuerte (versión final) A medida que la tecnología continúa evolucionando a un ritmo sin precedentes, es fundamental que las personas desarrollen un paradigma personal para percibir el proceso tecnológico del desarrollo del conocimiento moderno. Este paradigma debe basarse en el entendimiento de que la supervivencia de la humanidad y la supervivencia de la unión de las personas en un Estado en guerra depende de la capacidad de adaptarse y evolucionar junto con la tecnología. En este contexto, el libro Pandas Workout: 200 Exercises to Make You a Stronger Data Analyst presenta una guía exhaustiva para dominar la biblioteca Pandas, una poderosa herramienta para analizar datos en Python. libro comienza enfatizando la importancia de la práctica en el dominio de las habilidades de Panda. Presenta 50 ejercicios que están diseñados para crear intuición y vuelo automático en las tareas básicas de Pandas, permitiendo a los lectores poner a prueba sus habilidades en problemas reales. Estos desafíos incluyen la limpieza de datos, el estudio de conjuntos de datos reales como los taxis de Nueva York, los proyectos de Kickstarter y el gasto global en turistas, y proporcionar explicaciones detalladas que ayudarán a tener éxito y mantener nuevas habilidades.
Pandas Workout: 200 Übungen, um e zu einem stärkeren Datenanalysten zu machen (finale Ausgabe) Da sich die Technologie in einem beispiellosen Tempo weiterentwickelt, ist es für die Menschen von entscheidender Bedeutung, ein persönliches Paradigma zu entwickeln, um den technologischen Prozess der Entwicklung des modernen Wissens wahrzunehmen. Dieses Paradigma muss auf dem Verständnis basieren, dass das Überleben der Menschheit und das Überleben der Vereinigung von Menschen in einem kriegführenden Staat von der Fähigkeit abhängt, sich anzupassen und sich mit der Technologie zu entwickeln. In diesem Zusammenhang bietet das Buch „Pandas Workout: 200 Übungen, um e zu einem stärkeren Datenanalysten zu machen“ einen umfassenden itfaden zur Beherrschung der Pandas-Bibliothek, einem leistungsstarken Python-Datenanalysetool. Das Buch beginnt mit der Betonung der Bedeutung der Praxis bei der Beherrschung der Panda-Fähigkeiten. Es präsentiert 50 Übungen, die Intuition und automatische Flucht in Pandas Kernaufgaben schaffen sollen und es den sern ermöglichen, ihre Fähigkeiten an echten Problemen zu testen. Zu diesen Herausforderungen gehören die Bereinigung von Daten, die Untersuchung realer Datensätze wie New Yorker Taxis, Kickstarter-Projekte und globale Ausgaben für Touristen sowie die Bereitstellung detaillierter Erklärungen, die zum Erfolg beitragen und neue Fähigkeiten erhalten.
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Pandalar Egzersiz: Daha Güçlü Bir Veri Analisti Olmak İçin 200 Egzersiz (Son Sürüm) Teknoloji benzeri görülmemiş bir hızda ilerlemeye devam ederken, insanların modern bilgiyi geliştirme teknolojik sürecini algılamak için kişisel bir paradigma geliştirmeleri çok önemlidir. Bu paradigma, insanlığın hayatta kalmasının ve savaşan bir durumda insanların birleşmesinin hayatta kalmasının, teknolojiyle birlikte uyum sağlama ve gelişme yeteneğine bağlı olduğu anlayışına dayanmalıdır. Bu bağlamda, Pandas Egzersiz: Daha Güçlü Bir Veri Analisti Yapmak İçin 200 Egzersiz, güçlü bir Python veri analiz aracı olan Pandas kütüphanesine hakim olmak için kapsamlı bir rehber sunar. Kitap, Panda'nın becerilerine hakim olmak için uygulamanın önemini vurgulayarak başlar. Temel Pandalar görevlerinde sezgi ve otomatik kaçış yaratmak için tasarlanmış 50 alıştırma sunar ve okuyucuların becerilerini gerçek problemler üzerinde test etmelerini sağlar. Bu zorluklar arasında verilerin temizlenmesi, New York taksileri, Kickstarter projeleri ve küresel turist harcamaları gibi gerçek dünya veri kümelerinin incelenmesi ve yeni becerilerin başarılı olmasına ve korunmasına yardımcı olacak ayrıntılı açıklamalar sağlanması yer alıyor.
تمرين الباندا: 200 تمرين لجعلك محلل بيانات أقوى (الإصدار النهائي) مع استمرار التكنولوجيا في التقدم بوتيرة غير مسبوقة، من الضروري للناس تطوير نموذج شخصي لإدراك العملية التكنولوجية لتطوير المعرفة الحديثة. يجب أن يستند هذا النموذج إلى فهم أن بقاء البشرية وبقاء توحيد الناس في حالة حرب يعتمد على القدرة على التكيف والتطور جنبًا إلى جنب مع التكنولوجيا. في هذا السياق، يوفر تمرين Pandas: 200 تمرين لجعلك محلل بيانات أقوى دليلًا شاملاً لإتقان مكتبة Pandas، وهي أداة قوية لتحليل بيانات Python. يبدأ الكتاب بالتأكيد على أهمية الممارسة في إتقان مهارات باندا. يقدم 50 تمرينًا مصممًا لخلق الحدس والهروب التلقائي في مهام Pandas الأساسية، مما يسمح للقراء باختبار مهاراتهم في المشاكل الحقيقية. تشمل هذه التحديات تنظيف البيانات، وفحص مجموعات البيانات الواقعية مثل سيارات الأجرة في نيويورك، ومشاريع Kickstarter والإنفاق السياحي العالمي، وتقديم تفسيرات مفصلة للمساعدة في النجاح والاحتفاظ بمهارات جديدة.

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