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Bibliographic Details
Main Author:	Hofmann, Matthias 1974- (Author)
Format:	Book
Language:	English
Published:	Berlin ; Boston De Gruyter [2024]
Series:	De Gruyter graduate
Subjects:	Auswertung Experimente Data analysis Datenanalyse Experiments evaluation Modeling experiments Modellierung Experimente Programmiersprache Python Programming language Python Scientific experiments TB: Textbook Wissenschaftliche Experimente
Links:	https://www.degruyter.com/isbn/9783111334578 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035208250&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Physical Description:	XVI, 217 Seiten Illustrationen, Diagramme
ISBN:	3111334570 9783111334578

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Record in the Search Index

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adam_text	CONTENTS ACKNOWLEDGEMENTS - VII INTRODUCTION AND CHALLENGE - 1 BASICS - 3 1 GETTING HANDS ON PYTHON - 4 2 USING VIRTUAL ENVIRONMENTS - 6 3 CONFIGURING YOUR INTEGRATED DEVELOPMENT ENVIRONMENT - 9 4 HAVING A GITHUB ACCOUNT - 12 5 CREATING REPOSITORIES FOR DEDICATED PROJECTS - 14 6 SYNCHRONIZING GITHUB DESKTOP - 16 7 KNOWING BASIC MARKDOWN - 19 ORGANIZATION - 21 8 HAVING THE OVERALL CONCEPT SKETCH IN MIND - 25 9 INITIALIZING A PROJECT WITH POETRY - 27 10 TRACKING THE ENVIRONMENT - 30 11 GETTING YOUR PATHS RIGHT - 32 12 PREPARING TO SHARE - 35 13 WRITING CONVENIENCE FUNCTIONS - 38 14 USING TOML FILES FOR CONFIGURATION - 41 15 GETTING USED TO TESTING - 43 XIV - CONTENTS INTERFACING WITH COMMON DATA FORMATS - 47 16 READING EXCEL FILES - 48 17 READING TEXT FILES - 51 18 READING TEXT FROM WORD FILES - 54 19 READING TABLES FROM WORD FILES - 57 20 READING PDF FILES - 59 21 PARSING WEBSITE CONTENTS - 61 22 LEVERAGING REGULAR EXPRESSIONS - 64 23 WRITING TO A DATABASE - 67 24 READING FROM A DATABASE - 71 PLANNING EXPERIMENTS AND/OR BUILDING ON LEGACY DATA/INFORMATION - 77 25 LEVERAGING EXISTING EXPERIMENTS - 78 26 PLANNING EXPERIMENTS - 81 27 USING LEGACY AND PLANNED EXPERIMENTS HAND IN HAND - 87 COLLECTING EXPERIMENTAL DATA / LAB WORK PHASE - 93 28 USING DEDICATED MODULES - USE WHAT ' S AVAILABLE - 94 29 USING DEDICATED MODULES - BUILD WHAT ' S MISSING - 99 VISUALIZATION OF EXPERIMENTAL RESULTS - 103 30 SIMPLICITY OF MATPLOTLIB - 105 31 CREATING A CUSTOM MATPLOTLIB STYLE - 109 32 CONVENIENCE OF SEABORN - 112 CONTENTS - XV 33 INTERACTIVITY OF PLOTLY - 115 34 REPRESENTING MULTIDIMENSIONAL DATA - 118 35 REPRESENTING MULTIDIMENSIONAL DATA IN A FUNNY WAY - 124 APPROACHING THE SCIENTIFIC QUESTIONS (MODELING AND RECOMMENDATION) - 131 36 PICKING RELEVANT DATA AND INFORMATION - 132 37 BUILDING A MODEL WITH GPLEARN - 138 38 PLAYING WITH THE MODEL OR " WHAT IF " - 145 39 PLAYING WITH THE MODEL OR - JUPYTER NOTEBOOK - 153 40 PLAYING WITH THE MODEL OR -VOILA - 157 41 PLAYING WITH THE MODEL OR - STREAMLIT - 160 42 DEALING WITH TOO FEW EXPERIMENTS - 166 43 SOLVING THE REVERSE PROBLEM APPLYING MULTIOBJECTIVE OPTIMIZATION - 173 44 ENSURING THE ENVISIONED CAUSALITY - 180 SHARING THE PROJECT - 187 45 BUILDING FILES FOR DISTRIBUTION - 188 46 PUSHING TO PACKAGE INDICES - 190 47 SHARING STREAM!IT APPLICATIONS - 193 FURTHER READING - 197 48 ENSURING CODE STYLING VIA BLACK - 198 49 CONFIGURING PRE-COMMIT - 201 50 BUILDING STANDALONE SOLUTIONS VIA PYQT - 204 XVI - CONTENTS CONCLUDING REMARKS - LIST OF FIGURES - 211 INDEX - 215 207
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spelling	Hofmann, Matthias 1974- Verfasser (DE-588)1059788675 aut Scientific data: a 50 steps guide using Python Matthias Hofmann Berlin ; Boston De Gruyter [2024] © 2024 XVI, 217 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier De Gruyter graduate Auswertung Experimente Data analysis Datenanalyse Experiments evaluation Modeling experiments Modellierung Experimente Programmiersprache Python Programming language Python Scientific experiments TB: Textbook Wissenschaftliche Experimente Walter de Gruyter GmbH & Co. KG (DE-588)10095502-2 pbl Erscheint auch als Online-Ausgabe, PDF 978-3-11-133460-8 Erscheint auch als Online-Ausgabe, EPUB 978-3-11-133470-7 X:MVB text/html https://www.degruyter.com/isbn/9783111334578 Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035208250&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Hofmann, Matthias 1974- Scientific data: a 50 steps guide using Python
title	Scientific data: a 50 steps guide using Python
title_auth	Scientific data: a 50 steps guide using Python
title_exact_search	Scientific data: a 50 steps guide using Python
title_full	Scientific data: a 50 steps guide using Python Matthias Hofmann
title_fullStr	Scientific data: a 50 steps guide using Python Matthias Hofmann
title_full_unstemmed	Scientific data: a 50 steps guide using Python Matthias Hofmann
title_short	Scientific data: a 50 steps guide using Python
title_sort	scientific data a 50 steps guide using python
url	https://www.degruyter.com/isbn/9783111334578 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=035208250&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
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