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Synopsis
This book is intended to serve as the basis for a first course in Python programming for graduate students in political science and related fields. The book introduces core concepts of software development and computer science such as basic data structures (e.g. arrays, lists, dictionaries, trees, graphs), algorithms (e.g. sorting), and analysis of computational efficiency. It then demonstrates how to apply these concepts to the field of political science by working with structured and unstructured data, querying databases, and interacting with application programming interfaces (APIs). Students will learn how to collect, manipulate, and exploit large volumes of available data and apply them to political and social research questions. They will also learn best practices from the field of software development such as version control and object-oriented programming. Instructors will be supplied with in-class example code, suggested homework assignments (with solutions), and material for practical lab sessions.
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À propos de l'auteur
Josh W. Cutler began his career commercializing research at Microsoft Live Labs from 2005 to 2009. He holds a BS degree in computer science and math from UW-Madison and later pursued a PhD at Duke University, where he built predictive models analyzing conflict. He has served in leadership roles at multiple data-focused startups, and founded and led a company to acquisition. He currently leads the AI Platforms and Transformation team at Optum.
Matt Dickenson is a senior software engineer at Uber, applying machine learning to transportation. He holds a BS degree in political science from the University of Houston and an MS degree in computer science from Duke University. He has taught introductory programming and data science courses and workshops at Duke University, Washington University in St. Louis, and the University of Miami.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
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Computational Frameworks for Political and Social Research with Python (eng)
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Computational Frameworks for Political and Social
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Computational Frameworks for Political and Social Research with Python (Textbooks on Political Analysis)
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Computational Frameworks for Political and Social Research with Python
Edité par
Springer International Publishing Apr 2020, 2020
ISBN 10 : 3030368254
ISBN 13 : 9783030368258
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Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne
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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book is intended to serve as the basis for a first course in Python programming for graduate students in political science and related fields. The book introduces core concepts of software development and computer science such as basic data structures (e.g. arrays, lists, dictionaries, trees, graphs), algorithms (e.g. sorting), and analysis of computational efficiency. It then demonstrates how to apply these concepts to the field of political science by working with structured and unstructured data, querying databases, and interacting with application programming interfaces (APIs).Students will learn how to collect, manipulate, and exploit large volumes of available data and apply them to political and social research questions. They will also learn best practices from the field of software development such as version control and object-oriented programming. Instructors will be supplied with in-class example code, suggested homework assignments (with solutions), and material for practical lab sessions. 228 pp. Englisch. N° de réf. du vendeur 9783030368258
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Computational Frameworks for Political and Social Research with Python
Edité par
Springer International Publishing, 2020
ISBN 10 : 3030368254
ISBN 13 : 9783030368258
Neuf
Couverture rigide
Vendeur : moluna, Greven, Allemagne
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Introduces core concepts of computer scientists to political and social scientistsTeaches researchers how to collect data and use large volumes of data available onlineDemonstrates how to collect data via popular APIs (Twitter, Google Maps)Enabl. N° de réf. du vendeur 448680477
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Computational Frameworks for Political and Social Research with Python
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Springer, Palgrave Macmillan Apr 2020, 2020
ISBN 10 : 3030368254
ISBN 13 : 9783030368258
Neuf
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Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
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Buch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -This book is intended to serve as the basis for a first course in Python programming for graduate students in political science and related fields. The book introduces core concepts of software development and computer science such as basic data structures (e.g. arrays, lists, dictionaries, trees, graphs), algorithms (e.g. sorting), and analysis of computational efficiency. It then demonstrates how to apply these concepts to the field of political science by working with structured and unstructured data, querying databases, and interacting with application programming interfaces (APIs).Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 228 pp. Englisch. N° de réf. du vendeur 9783030368258
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Computational Frameworks for Political and Social Research with Python
Vendeur : Revaluation Books, Exeter, Royaume-Uni
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Computational Frameworks for Political and Social Research with Python
Edité par
Springer, 2020
ISBN 10 : 3030368254
ISBN 13 : 9783030368258
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Couverture rigide
Vendeur : Buchpark, Trebbin, Allemagne
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Etat : Sehr gut. Zustand: Sehr gut | Sprache: Englisch | Produktart: Bücher | This book is intended to serve as the basis for a first course in Python programming for graduate students in political science and related fields. The book introduces core concepts of software development and computer science such as basic data structures (e.g. arrays, lists, dictionaries, trees, graphs), algorithms (e.g. sorting), and analysis of computational efficiency. It then demonstrates how to apply these concepts to the field of political science by working with structured and unstructured data, querying databases, and interacting with application programming interfaces (APIs). Students will learn how to collect, manipulate, and exploit large volumes of available data and apply them to political and social research questions. They will also learn best practices from the field of software development such as version control and object-oriented programming. Instructors will be supplied with in-class example code, suggested homework assignments (with solutions), and material for practical lab sessions. N° de réf. du vendeur 36335917/2
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Computational Frameworks for Political and Social Research with Python
Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne
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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book is intended to serve as the basis for a first course in Python programming for graduate students in political science and related fields. The book introduces core concepts of software development and computer science such as basic data structures (e.g. arrays, lists, dictionaries, trees, graphs), algorithms (e.g. sorting), and analysis of computational efficiency. It then demonstrates how to apply these concepts to the field of political science by working with structured and unstructured data, querying databases, and interacting with application programming interfaces (APIs).Students will learn how to collect, manipulate, and exploit large volumes of available data and apply them to political and social research questions. They will also learn best practices from the field of software development such as version control and object-oriented programming. Instructors will be supplied with in-class example code, suggested homework assignments (with solutions), and material for practical lab sessions. N° de réf. du vendeur 9783030368258
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Computational Frameworks for Political and Social Research with Python Matt Dickenson
Edité par
Springer, 2020
ISBN 10 : 3030368254
ISBN 13 : 9783030368258
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Vendeur : BUCHSERVICE / ANTIQUARIAT Lars Lutzer, Wahlstedt, Allemagne
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Hardcover. Etat : gut. 2020. Computational Frameworks for Political and Social Research with Python In deutscher Sprache. pages. N° de réf. du vendeur BN484750
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