BOOKS - Data Science in Chemistry: Artificial Intelligence, Big Data, Chemometrics an...
Data Science in Chemistry: Artificial Intelligence, Big Data, Chemometrics and Quantum Computing with Jupyter - Thorsten Gressling November 23, 2020 PDF  BOOKS
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Data Science in Chemistry: Artificial Intelligence, Big Data, Chemometrics and Quantum Computing with Jupyter
Author: Thorsten Gressling
Year: November 23, 2020
Format: PDF
File size: PDF 11 MB
Language: English



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Book Description: Data Science in Chemistry, Artificial Intelligence, Big Data, Chemometrics, and Quantum Computing with Jupyter Thorsten Gressling November 23, 2020 Summary: In this groundbreaking book, we explore the intersection of data science, artificial intelligence, big data, chemometrics, and quantum computing in the field of chemistry, providing readers with a comprehensive understanding of these cutting-edge technologies and their applications in the scientific discipline. As we enter an era of unprecedented amounts of data, the fourth paradigm of science has emerged, and data science is at its forefront. With the help of Jupyter notebooks, we delve into the world of data analysis and machine learning, demonstrating how to harness the power of these tools to drive innovation in chemical research and engineering. Introduction: The rapid growth of information has led to the dawn of a new era in science, dubbed the fourth paradigm.
Data Science in Chemistry, Artificial Intelligence, Big Data, Chemometrics, and Quantum Computing with Jupyter Thorsten Gressling 23.11.2020 Резюме: В этой новаторской книге мы исследуем пересечение науки о данных, искусственного интеллекта, больших данных, хемометрии и квантовых вычислений в области химии, предоставляя читателям всестороннее понимание этих передовых технологий и их применения в научной дисциплине. По мере того, как мы вступаем в эру беспрецедентных объемов данных, появилась четвертая парадигма науки, и наука о данных находится на переднем крае. С помощью ноутбуков Jupyter мы углубляемся в мир анализа данных и машинного обучения, демонстрируя, как использовать возможности этих инструментов для стимулирования инноваций в химических исследованиях и инженерии. Введение: Быстрый рост информации привел к заре новой эры в науке, получившей название четвертой парадигмы.
Data Science in Chemistry, Inteligencia Artificial, Big Data, Chemometrics, and Quantum Computing with Jupyter Thorsten Gressling 23.11.2020 Resumen: En este libro pionero estamos exploramos la intersección de la ciencia de datos, la inteligencia artificial, el big data, la quimiometría y la computación cuántica en el campo de la química, proporcionando a los lectores una comprensión completa de estas tecnologías avanzadas y sus aplicaciones en la disciplina científica. A medida que entramos en una era de cantidades de datos sin precedentes, ha surgido el cuarto paradigma de la ciencia y la ciencia de datos está a la vanguardia. Con los portátiles Jupyter, profundizamos en el mundo del análisis de datos y el aprendizaje automático, demostrando cómo aprovechar las capacidades de estas herramientas para estimular la innovación en investigación química e ingeniería. Introducción: rápido crecimiento de la información llevó al amanecer de una nueva era en la ciencia, llamada el cuarto paradigma.
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Jupyter Thorsten Gresslingによる化学、人工知能、ビッグデータ、化学、量子コンピューティングにおけるデータサイエンス23.11.2020概要:この画期的な本では、データサイエンス、人工知能、ビッグデータ、化学、量子コンピューティングの交差点を探ります化学、読者にこれらの高度な技術と科学分野でのアプリケーションの包括的な理解を提供します。前例のないデータ量の時代に入るにつれて、第4の科学パラダイムが現れ、データサイエンスが最前線に立っています。Jupyterノートパソコンでは、データ分析と機械学習の世界を掘り下げ、これらのツールの力を活用して化学研究と工学の革新を推進する方法を実証しています。はじめに:情報の急速な成長は、第四のパラダイムと呼ばれる科学の新しい時代の幕開けにつながっています。

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