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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Informatik Introduction to Programming for Researchers
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Introduction to Programming for Researchers
James R. Derry (Broschiert, Englisch)
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Beschreibung
Enhance your computational and programming skills using Bash and Python to improve productivity and efficiency in research projects. This book is an essential guide for STEM researchers. Structured into several parts, each builds on the previous ones to ensure a solid foundation in programming. You’ll begin with the basics of digital computation and operating systems, then write pipelines and… scripts in Bash, focusing on tools for working with datasets in text files. After introducing algorithms and floating-point numbers, the book transitions to Python, emphasizing SciPy libraries and built-in features like type hints and f-strings. IPython and Jupyter notebooks are integrated into the lessons throughout. Programming best practices are taught, alongside programming basics. These include documentation and unit testing. As the target audience is STEM students and professionals, examples make heavy use of datasets and the SciPy software stack, especially NumPy, Matplotlib, Pandas, and SymPy. Introduction to Programming for Researchers will foster a deeper understanding of computational tools and critical programming skills, empowering you to tackle complex datasets and enhance their research capabilities. What You Will Learn Apply programming skills to enhance research productivity and efficiency. Write Bash pipelines and executable scripts. Implement basic algorithms in Python, focusing on time efficiency and structured programming. Who This Book Is For Experienced researchers looking to improve their computational skills; students in the natural sciences and engineering; scientists and engineers from various fields, seeking to integrate programming skills into their research methodologies. 69,54 €
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Technische Daten
Erscheinungsdatum
03.01.2026
Sprache
Englisch
EAN
9798868816147
Herausgeber
APRESS
Sonderedition
Nein
Autor
James R. Derry
Seitenanzahl
456
Einbandart
Broschiert
Buch Untertitel
Learning Programming Fundamentals Through Dataset Processing in Bash and Python
Schlagwörter
Python, Programming Language, Jupyter notebooks, datasets, BASH
Thema-Inhalt
UMZ - Software Engineering
UMX - Programmier- und Skriptsprachen, allgemein
ULJ - Open-Source und sonstige Betriebssysteme
Höhe
254 mm
Breite
17.8 cm
Hersteller: Apress, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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