BOOKS - Hands-On Prescriptive Analytics Optimizing Your Decisions with Python (Early ...
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: HandsOn Prescriptive Analytics Optimizing Your Decisions with Python Early Release is a comprehensive guide that provides a practical approach to understanding prescriptive analytics using Python programming language. The book covers the entire spectrum of prescriptive analytics, from basic concepts to advanced techniques, and offers a wide range of real-world examples and case studies to help readers apply their knowledge in real-world scenarios. With this book, you'll learn how to use Python to build powerful models that can predict outcomes, optimize decisions, and provide insights into complex data sets. The book begins by introducing the concept of prescriptive analytics and its importance in today's fast-paced world, where data is constantly evolving. It then delves into the basics of Python programming and its application in prescriptive analytics, providing a solid foundation for readers to build upon. From there, the book explores various advanced techniques such as linear programming, integer programming, and dynamic programming, and shows how they can be used to solve complex problems in different industries.
HandsOn Prescriptive Analytics Optimizing Your Decisions with Python Early Release - комплексное руководство, предоставляющее практический подход к пониманию предписывающей аналитики с помощью языка программирования Python. Книга охватывает весь спектр предписывающей аналитики, от базовых концепций до передовых методов, и предлагает широкий спектр реальных примеров и тематических исследований, чтобы помочь читателям применить свои знания в реальных сценариях. Из этой книги вы узнаете, как использовать Python для построения мощных моделей, которые могут предсказать результаты, оптимизировать решения и дать представление о сложных наборах данных. Книга начинается с введения концепции предписывающей аналитики и ее важности в современном быстро развивающемся мире, где данные постоянно развиваются. Затем он углубляется в основы программирования на Python и его применение в прескриптивной аналитике, обеспечивая прочную основу для читателей. Оттуда книга исследует различные продвинутые техники, такие как линейное программирование, целочисленное программирование и динамическое программирование, и показывает, как их можно использовать для решения сложных задач в разных отраслях.
HandsOn Prescriptive Analytics Ottimizing Your Decisions with Python Early Release è una guida completa che fornisce un approccio pratico alla comprensione del linguaggio di programmazione Python. Il libro comprende tutta la gamma di analisi prescrittive, dai concetti di base alle best practice, e offre una vasta gamma di esempi reali e studi di caso per aiutare i lettori ad applicare le loro conoscenze in scenari reali. Da questo libro si impara a utilizzare Python per costruire modelli potenti in grado di predire i risultati, ottimizzare le soluzioni e dare un'idea dei complessi dataset. Il libro inizia introducendo il concetto di analisi prescrittiva e la sua importanza in un mondo in continua evoluzione, dove i dati sono in continua evoluzione. Poi si approfondisce le basi della programmazione su Python e la sua applicazione nell'analisi di precisione, fornendo una base solida per i lettori. Da lì, il libro esplora diverse tecniche avanzate, come la programmazione lineare, la programmazione completa e la programmazione dinamica, e mostra come possono essere utilizzate per affrontare sfide in diversi settori.
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