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Validity, Reliability, and Significance Empirical Methods for NLP and Data Science, 2nd Edition - Stefan Riezler, Michael Hagmann 2024 PDF | EPUB Springer BOOKS
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Validity, Reliability, and Significance Empirical Methods for NLP and Data Science, 2nd Edition
Author: Stefan Riezler, Michael Hagmann
Year: 2024
Pages: 179
Format: PDF | EPUB
File size: 25.7 MB
Language: ENG



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The book "Validity Reliability and Significance Empirical Methods for NLP and Data Science 2nd Edition" is a comprehensive guide to understanding the process of technology evolution and its impact on society. The author argues that the development of modern knowledge is the key to the survival of humanity and the unity of people in a world torn apart by conflict. The book provides a detailed overview of empirical methods for natural language processing (NLP) and data science, highlighting their validity, reliability, and significance. The first chapter explores the concept of technology evolution and its impact on society. The author posits that technology has always been a double-edged sword, bringing both benefits and challenges. On one hand, it has enabled humans to achieve incredible feats, such as landing on the moon and sequencing the human genome. On the other hand, it has also led to unprecedented levels of pollution, climate change, and social inequality. The author emphasizes the need to study and understand the process of technological advancement to harness its power for the betterment of society.
Книга «Достоверность, надежность и значимость, эмпирические методы для НЛП и науки о данных, 2-е издание» является всеобъемлющим руководством по пониманию процесса эволюции технологий и его влияния на общество. Автор утверждает, что развитие современных знаний является ключом к выживанию человечества и единству людей в мире, раздираемом конфликтами. В книге представлен подробный обзор эмпирических методов обработки естественного языка (НЛП) и науки о данных с выделением их обоснованности, достоверности и значимости. В первой главе исследуется концепция эволюции технологий и ее влияние на общество. Автор утверждает, что технология всегда была обоюдоострым мечом, приносящим как пользу, так и проблемы. С одной стороны, это позволило людям достичь невероятных подвигов, таких как высадка на Луну и секвенирование генома человека. С другой стороны, это также привело к беспрецедентному уровню загрязнения, изменения климата и социального неравенства. Автор подчеркивает необходимость изучения и понимания процесса технологического прогресса, чтобы использовать его силу для улучшения общества.
livre « Crédibilité, fiabilité et pertinence, méthodes empiriques pour la PNL et la science des données, 2ème édition » est un guide complet pour comprendre le processus d'évolution de la technologie et son impact sur la société. L'auteur affirme que le développement des connaissances modernes est la clé de la survie de l'humanité et de l'unité des gens dans un monde déchiré par les conflits. livre donne un aperçu détaillé des méthodes empiriques de traitement du langage naturel (PNL) et de la science des données, en soulignant leur validité, leur validité et leur pertinence. premier chapitre explore le concept de l'évolution de la technologie et son impact sur la société. L'auteur affirme que la technologie a toujours été une épée à double tranchant, apportant à la fois des avantages et des problèmes. D'une part, cela a permis aux gens de réaliser des exploits incroyables, tels que l'atterrissage sur la Lune et le séquençage du génome humain. D'un autre côté, elle a également entraîné des niveaux sans précédent de pollution, de changements climatiques et d'inégalités sociales. L'auteur souligne la nécessité d'étudier et de comprendre le processus du progrès technologique afin d'utiliser son pouvoir pour améliorer la société.
libro «Validez, fiabilidad e importancia, métodos empíricos para la PNL y ciencia de datos, 2a edición» es una guía integral para entender el proceso de evolución de la tecnología y su impacto en la sociedad. autor sostiene que el desarrollo del conocimiento moderno es clave para la supervivencia de la humanidad y la unidad de los seres humanos en un mundo desgarrado por los conflictos. libro ofrece una visión detallada de las técnicas empíricas de procesamiento del lenguaje natural (PNL) y la ciencia de los datos, destacando su validez, validez e importancia. primer capítulo explora el concepto de la evolución de la tecnología y su impacto en la sociedad. autor afirma que la tecnología siempre ha sido una espada de doble filo, beneficiosa y problemática. Por un lado, permitió a los humanos lograr hazañas increíbles, como aterrizar en la Luna y secuenciar el genoma humano. Por otro lado, también ha provocado niveles sin precedentes de contaminación, cambio climático y desigualdad social. autor subraya la necesidad de estudiar y entender el proceso de progreso tecnológico para aprovechar su poder para mejorar la sociedad.
Il libro «Affidabilità, affidabilità e rilevanza, metodi empirici per la NDL e la scienza dei dati, seconda edizione» è una guida completa per comprendere l'evoluzione della tecnologia e il suo impatto sulla società. L'autore sostiene che lo sviluppo delle conoscenze moderne è la chiave per la sopravvivenza dell'umanità e l'unità delle persone in un mondo devastato dai conflitti. Il libro fornisce una panoramica dettagliata dei metodi empirici di elaborazione del linguaggio naturale e della scienza dei dati, evidenziando la loro validità, validità e rilevanza. Il primo capitolo esamina il concetto di evoluzione tecnologica e il suo impatto sulla società. L'autore sostiene che la tecnologia è sempre stata una spada a doppio taglio che porta benefici e problemi. Da un lato, questo ha permesso agli esseri umani di raggiungere prodezze incredibili, come lo sbarco sulla Luna e il sequenziamento del genoma umano. D'altra parte, ha anche causato livelli di inquinamento, cambiamenti climatici e disuguaglianze sociali senza precedenti. L'autore sottolinea la necessità di studiare e comprendere il processo di progresso tecnologico per utilizzare la sua forza per migliorare la società.
Das Buch „Validity, Reliability and gnificance, Empiric Methods for NLP and Data Science, 2nd Edition“ ist ein umfassender itfaden zum Verständnis des technologischen Evolutionsprozesses und seiner Auswirkungen auf die Gesellschaft. Der Autor argumentiert, dass die Entwicklung des modernen Wissens der Schlüssel zum Überleben der Menschheit und zur Einheit der Menschen in einer von Konflikten zerrissenen Welt ist. Das Buch bietet einen detaillierten Überblick über empirische Methoden der Natural Language Processing (NLP) und Data Science mit Hervorhebung ihrer Gültigkeit, Validität und Relevanz. Das erste Kapitel untersucht das Konzept der Technologieentwicklung und ihre Auswirkungen auf die Gesellschaft. Der Autor argumentiert, dass die Technologie immer ein zweischneidiges Schwert war, das sowohl Vorteile als auch Probleme bringt. Auf der einen Seite hat es den Menschen ermöglicht, unglaubliche Kunststücke wie die Mondlandung und die Sequenzierung des menschlichen Genoms zu erreichen. Auf der anderen Seite hat es auch zu einem beispiellosen Ausmaß an Umweltverschmutzung, Klimawandel und sozialer Ungleichheit geführt. Der Autor betont die Notwendigkeit, den Prozess des technologischen Fortschritts zu studieren und zu verstehen, um seine Kraft zur Verbesserung der Gesellschaft zu nutzen.
הספר ”אמינות, אמינות ורלוונטיות, שיטות אמפיריות ל-NLP ולמדע הנתונים, מהדורה שנייה” הוא מדריך מקיף להבנת תהליך האבולוציה הטכנולוגית והשפעתה על החברה. המחבר טוען כי פיתוח הידע המודרני הוא המפתח להישרדות האנושות ולאחדות של אנשים בעולם שנקרע לגזרים על ידי קונפליקטים. הספר מספק סקירה מפורטת של שיטות אמפיריות לעיבוד שפה טבעית (NLP) ומדעי המידע, תוך הדגשת תקפותם, מהימנותם ומשמעותם. הפרק הראשון בוחן את הרעיון של התפתחות הטכנולוגיה והשפעתה על החברה. המחבר טוען שהטכנולוגיה תמיד הייתה חרב פיפיות עם יתרונות ואתגרים. מצד אחד, היא אפשרה לבני האדם להשיג הישגים מדהימים, כמו נחיתה על הירח וריצוף הגנום האנושי. מצד שני, זה גם הוביל לרמות חסרות תקדים של זיהום, שינויי אקלים ואי שוויון חברתי. המחבר מדגיש את הצורך ללמוד ולהבין את תהליך ההתקדמות הטכנולוגית על מנת להשתמש בכוחה לשיפור החברה.''
"Güvenilirlik, Güvenilirlik ve Uygunluk, NLP ve Veri Bilimi için Ampirik Yöntemler, 2. Baskı" kitabı, teknoloji evrimi sürecini ve toplum üzerindeki etkisini anlamak için kapsamlı bir kılavuzdur. Yazar, modern bilginin gelişiminin insanlığın hayatta kalması ve çatışmalarla parçalanmış bir dünyada insanların birliği için anahtar olduğunu savunuyor. Kitap, doğal dil işleme (NLP) ve veri biliminin ampirik yöntemlerine ayrıntılı bir genel bakış sunarak geçerliliğini, güvenilirliğini ve önemini vurgulamaktadır. İlk bölüm, teknolojinin evrimi ve toplum üzerindeki etkisi kavramını araştırıyor. Yazar, teknolojinin her zaman hem faydaları hem de zorlukları olan iki ucu keskin bir kılıç olduğunu savunuyor. Bir yandan, insanların aya iniş yapmak ve insan genomunu sıralamak gibi inanılmaz başarılar elde etmelerini sağladı. Öte yandan, benzeri görülmemiş düzeyde kirliliğe, iklim değişikliğine ve sosyal eşitsizliğe de yol açmıştır. Yazar, toplumu geliştirmek için gücünü kullanmak için teknolojik ilerleme sürecini inceleme ve anlama ihtiyacını vurgulamaktadır.
يعد كتاب «المصداقية والموثوقية والأهمية، والأساليب التجريبية لـ NLP وعلوم البيانات، الطبعة الثانية» دليلاً شاملاً لفهم عملية تطور التكنولوجيا وتأثيرها على المجتمع. ويقول المؤلف إن تطور المعرفة الحديثة هو مفتاح بقاء البشرية ووحدة الشعوب في عالم تمزقه الصراعات. يقدم الكتاب لمحة عامة مفصلة عن الأساليب التجريبية لمعالجة اللغة الطبيعية (NLP) وعلوم البيانات، مما يسلط الضوء على صحتها وموثوقيتها وأهميتها. يستكشف الفصل الأول مفهوم تطور التكنولوجيا وتأثيرها على المجتمع. يجادل المؤلف بأن التكنولوجيا كانت دائمًا سيفًا ذا حدين مع فوائد وتحديات. من ناحية، سمح للبشر بتحقيق مآثر لا تصدق، مثل الهبوط على القمر وتسلسل الجينوم البشري. من ناحية أخرى، أدى أيضًا إلى مستويات غير مسبوقة من التلوث وتغير المناخ وعدم المساواة الاجتماعية. ويشدد المؤلف على ضرورة دراسة وفهم عملية التقدم التكنولوجي بغية استخدام سلطته لتحسين المجتمع.
「NLP和數據科學的可靠性,可靠性和意義,經驗方法,第二版」一書是了解技術演變過程及其對社會的影響的全面指南。作者認為,在充滿沖突的世界中,現代知識的發展是人類生存和人類團結的關鍵。該書詳細介紹了自然語言處理(NLP)和數據科學的經驗方法,並強調了它們的有效性,有效性和重要性。第一章探討了技術發展的概念及其對社會的影響。作者認為,該技術始終是一把雙刃劍,既有好處又有問題。一方面,它使人類能夠實現令人難以置信的壯舉,例如登月和人類基因組測序。另一方面,這也導致了前所未有的汙染、氣候變化和社會不平等。作者強調有必要研究和理解技術進步的過程,以利用其力量來改善社會。

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