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Hands-On Prescriptive Analytics Optimizing Your Decisions with Python (Early Release) - Walter R. Paczkowski 2024-10-04 EPUB O’Reilly Media, Inc. BOOKS
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Hands-On Prescriptive Analytics Optimizing Your Decisions with Python (Early Release)
Author: Walter R. Paczkowski
Year: 2024-10-04
Pages: 300
Format: EPUB
File size: 16.2 MB
Language: ENG



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Book Description: The world is changing rapidly, and we need to adapt and evolve to keep up with it. The pace of technological change is accelerating, and the rate of obsolescence is increasing. To stay ahead of the curve, we need to learn how to use data and analytics to make better decisions. This book will teach you how to use prescriptive analytics to optimize your decisions using Python. You'll learn how to apply advanced algorithms and techniques to solve complex problems and make better decisions. You'll start by understanding the basics of prescriptive analytics and how they can be used to optimize decision-making. Then, you'll dive into the details of implementing these algorithms in Python, using real-world examples to illustrate each concept. You'll learn how to use data to make better decisions, from predicting stock prices to optimizing supply chains. By the end of this book, you'll have a solid understanding of how to use prescriptive analytics to improve your decision-making process. This book is an early release, meaning that it's not yet complete. However, it's already packed with valuable information that you can use to improve your decision-making skills.
Мир быстро меняется, и мы должны адаптироваться и развиваться, чтобы идти в ногу с ним. Темпы технологических изменений ускоряются, а темпы устаревания увеличиваются. Чтобы быть на опережение, нам нужно научиться использовать данные и аналитику для принятия более эффективных решений. Эта книга научит вас использовать предписывающую аналитику для оптимизации ваших решений с помощью Python. Вы узнаете, как применять передовые алгоритмы и техники для решения сложных задач и принятия более правильных решений. Вы начнете с понимания основ предписывающей аналитики и того, как ее можно использовать для оптимизации процесса принятия решений. Затем вы погрузитесь в детали реализации этих алгоритмов на Python, используя реальные примеры для иллюстрации каждой концепции. Вы узнаете, как использовать данные для принятия более эффективных решений, от прогнозирования цен на акции до оптимизации цепочек поставок. К концу этой книги вы получите четкое представление о том, как использовать предписывающую аналитику для улучшения процесса принятия решений. Эта книга является ранним выпуском, что означает, что она еще не завершена. Однако он уже содержит ценную информацию, которую можно использовать для совершенствования навыков принятия решений.
monde change rapidement et nous devons nous adapter et évoluer pour rester à la hauteur. rythme du changement technologique s'accélère et celui de l'obsolescence s'accroît. Pour être en avance, nous devons apprendre à utiliser les données et l'analyse pour prendre de meilleures décisions. Ce livre vous apprendra à utiliser l'analyse normative pour optimiser vos décisions avec Python. Vous apprendrez comment appliquer des algorithmes et des techniques de pointe pour résoudre des problèmes complexes et prendre de meilleures décisions. Vous commencerez par comprendre les bases de l'analyse normative et comment vous pouvez l'utiliser pour optimiser votre processus décisionnel. Ensuite, vous plongerez dans les détails de la mise en œuvre de ces algorithmes sur Python, en utilisant des exemples réels pour illustrer chaque concept. Vous apprendrez comment utiliser les données pour prendre de meilleures décisions, de la prévision des prix des actions à l'optimisation des chaînes d'approvisionnement. À la fin de ce livre, vous aurez une idée claire de la façon d'utiliser l'analyse normative pour améliorer le processus décisionnel. Ce livre est une première édition, ce qui signifie qu'il n'est pas encore terminé. Cependant, il contient déjà des informations précieuses qui peuvent être utilisées pour améliorer les compétences décisionnelles.
mundo está cambiando rápidamente y tenemos que adaptarnos y evolucionar para mantenernos al día con él. ritmo del cambio tecnológico se está acelerando y la tasa de obsolescencia está aumentando. Para estar a la vanguardia, necesitamos aprender a usar los datos y la analítica para tomar decisiones más efectivas. Este libro le enseñará a utilizar la analítica prescriptiva para optimizar sus soluciones con Python. Aprenderá a aplicar algoritmos y técnicas avanzadas para resolver problemas complejos y tomar decisiones más correctas. Empezará por comprender los fundamentos de la analítica prescriptiva y cómo se puede utilizar para optimizar el proceso de toma de decisiones. A continuación, se sumergirá en los detalles de la implementación de estos algoritmos en Python, utilizando ejemplos reales para ilustrar cada concepto. Aprenderá a utilizar los datos para tomar decisiones más eficaces, desde predecir los precios de las acciones hasta optimizar las cadenas de suministro. Al final de este libro, obtendrá una idea clara de cómo utilizar la analítica prescriptiva para mejorar el proceso de toma de decisiones. Este libro es un lanzamiento temprano, lo que significa que aún no está completo. n embargo, ya contiene información valiosa que se puede utilizar para mejorar las habilidades de toma de decisiones.
Il mondo sta cambiando rapidamente e dobbiamo adattarci e svilupparci per stare al suo passo. I cambiamenti tecnologici accelerano e aumentano i tassi di obsolescenza. Per essere in anticipo, dobbiamo imparare a usare dati e analisi per prendere decisioni più efficaci. Questo libro ti insegnerà a usare l'analisi prescrittiva per ottimizzare le tue soluzioni con Python. Scoprirete come utilizzare algoritmi e tecnologie avanzati per affrontare sfide complesse e prendere decisioni più corrette. inizierà con la comprensione delle basi dell'analisi prescrittiva e di come può essere utilizzato per ottimizzare il processo decisionale. Poi ti immergerai nei dettagli dell'implementazione di questi algoritmi su Python, utilizzando esempi reali per illustrare ogni concetto. Scoprirete come utilizzare i dati per prendere decisioni più efficaci, dalla previsione dei prezzi delle azioni all'ottimizzazione delle catene di approvvigionamento. Entro la fine di questo libro si avrà un'idea chiara di come utilizzare l'analisi prescrittiva per migliorare il processo decisionale. Questo libro è un primo rilascio, il che significa che non è ancora completato. Tuttavia, contiene già informazioni preziose che possono essere utilizzate per migliorare le capacità decisionali.
Die Welt verändert sich rasant und wir müssen uns anpassen und weiterentwickeln, um mit ihr Schritt zu halten. Das Tempo des technologischen Wandels beschleunigt sich und das Tempo der Obsoleszenz nimmt zu. Um der Nase voraus zu sein, müssen wir lernen, Daten und Analysen zu nutzen, um bessere Entscheidungen zu treffen. In diesem Buch lernen e, wie e präskriptive Analysen verwenden, um Ihre Entscheidungen mit Python zu optimieren. e lernen, fortschrittliche Algorithmen und Techniken anzuwenden, um komplexe Probleme zu lösen und bessere Entscheidungen zu treffen. e werden damit beginnen, die Grundlagen der präskriptiven Analyse zu verstehen und wie sie zur Optimierung des Entscheidungsprozesses verwendet werden kann. Dann tauchen e in die Details der Implementierung dieser Algorithmen in Python ein und verwenden reale Beispiele, um jedes Konzept zu veranschaulichen. e lernen, Daten zu nutzen, um bessere Entscheidungen zu treffen, von der Vorhersage von Aktienkursen bis zur Optimierung von Lieferketten. Am Ende dieses Buches erhalten e eine klare Vorstellung davon, wie e präskriptive Analysen verwenden können, um Ihre Entscheidungsfindung zu verbessern. Dieses Buch ist eine frühe Veröffentlichung, was bedeutet, dass es noch nicht abgeschlossen ist. Es enthält jedoch bereits wertvolle Informationen, die zur Verbesserung der Entscheidungsfähigkeiten verwendet werden können.
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Dünya hızla değişiyor ve buna ayak uydurmak için adapte olmalı ve gelişmeliyiz. Teknolojik değişimin hızı artıyor ve eskime hızı artıyor. Proaktif olmak için, daha iyi kararlar almak için veri ve analitiği nasıl kullanacağımızı öğrenmemiz gerekir. Bu kitap, çözümlerinizi Python ile optimize etmek için kuralcı analitiği nasıl kullanacağınızı öğretecektir. Karmaşık problemleri çözmek ve daha iyi kararlar vermek için gelişmiş algoritmaları ve teknikleri nasıl uygulayacağınızı öğrenin. Kuralcı analitiğin temellerini ve karar vermeyi kolaylaştırmak için nasıl kullanılabileceğini anlayarak başlayacaksınız. Ardından, her bir kavramı göstermek için gerçek örnekler kullanarak bu algoritmaları Python'da uygulamanın ayrıntılarına dalacaksınız. Stok fiyatlarını tahmin etmekten tedarik zincirlerini optimize etmeye kadar daha iyi kararlar almak için verileri nasıl kullanacağınızı öğreneceksiniz. Bu kitabın sonunda, karar vermeyi geliştirmek için kuralcı analitiği nasıl kullanacağınız konusunda net bir fikriniz olacak. Bu kitap erken bir sürümdür, yani henüz tamamlanmamıştır. Bununla birlikte, zaten karar verme becerilerini geliştirmek için kullanılabilecek değerli bilgiler içerir.
العالم يتغير بسرعة ويجب أن نتكيف ونتطور لمواكبة ذلك. تتسارع وتيرة التغير التكنولوجي وتتزايد وتيرة التقادم. لكي نكون استباقيين، نحتاج إلى تعلم كيفية استخدام البيانات والتحليلات لاتخاذ قرارات أفضل. سيعلمك هذا الكتاب كيفية استخدام التحليلات الإرشادية لتحسين حلولك مع Python. تعلم كيفية تطبيق الخوارزميات والتقنيات المتقدمة لحل المشكلات المعقدة واتخاذ قرارات أفضل. ستبدأ بفهم أساسيات التحليلات الإرشادية وكيف يمكن استخدامها لتبسيط عملية صنع القرار. ثم ستغوص في تفاصيل تنفيذ هذه الخوارزميات في بايثون، باستخدام أمثلة حقيقية لتوضيح كل مفهوم. ستتعلم كيفية استخدام البيانات لاتخاذ قرارات أفضل، من التنبؤ بأسعار الأسهم إلى تحسين سلاسل التوريد. بحلول نهاية هذا الكتاب، سيكون لديك فكرة واضحة عن كيفية استخدام التحليلات الإرشادية لتحسين صنع القرار. هذا الكتاب هو إصدار مبكر، مما يعني أنه لم يكتمل بعد. غير أنه يتضمن بالفعل معلومات قيمة يمكن استخدامها لتحسين مهارات صنع القرار.
世界正在迅速變化,我們必須適應和發展以跟上它的步伐。技術變革的步伐正在加快,過時的步伐也在增加。為了保持領先地位,我們需要學習如何使用數據和分析來做出更有效的決策。本書將教您如何使用Python規範分析來優化您的解決方案。您將了解如何應用先進的算法和技術來解決復雜的問題並做出更正確的決策。您將首先了解規範性分析的基礎以及如何使用它來優化決策過程。然後,您將深入了解Python上這些算法的實現細節,使用真實的示例來說明每個概念。您將了解如何利用數據做出更有效的決策,從預測股票價格到優化供應鏈。到本書結束時,您將清楚地了解如何使用規範性分析來改善決策過程。這本書是早期發行,這意味著它尚未完成。但是,它已經提供了寶貴的信息,可以用來提高決策技能。

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