Ifyouareanaspiringdatascientistwhowantstolearndatascienceandnumericalprogrammingconceptsthroughhands-on,real-worldprojectexamples,thisisthebookforyou.Whetheryouarebrandnewtodatascienceoryouareaseasonedexpert,youwillbenefitfromlearningaboutthestructureofreal-worlddatascienceprojectsandtheprogrammingexamplesinRandPython. ...
Fig. 1: Visualization of relevant sets and their distances. The numerical data, background theory, and a discovered model are depicted for Kepler’s third law of planetary motion giving the orbital period of a planet in the solar system. The data consists of measurements (m1, m2, d,...
Computational Statistics and Data Analysis (CSDA), an Official Publication of the network Computational and Methodological Statistics (CMStatistics) and of the International Association for Statistical Computing (IASC), is an international journal dedicated to the dissemination of methodological research an...
Gary has also served as Merit Reviewer for PCORI (Patient Centered Outcomes Research Institute) that awards grants for predictiveanalytics research into the comparative effectiveness and heterogeneous treatment effects of medical interventions includingdrugs among different genetic groups of patients; additionall...
Hands-OnExploratoryDataAnalysiswithRwillhelpyoubuildnotjustafoundationbutalsoexpertiseintheelementarywaystoanalyzedata.Youwilllearnhowtounderstandyourdataandsummarizeitsmaincharacteristics.You'llalsouncoverthestructureofyourdata,andyou'lllearngraphicalandnumericaltechniquesusingtheRlanguage.Thisbookcoverstheentireexploratory...
. Sequence encoding is needed to featurize nucleotide strings into numerical vectors that can be processed by downstream machine learning models. We considered DNA encodings on three resolutions (Table1, Fig.2A): global biophysical properties (Fig.1A), DNA subsequences (overlappingk-mers), and ...
Computational Statistics and Data Analysis (CSDA), an Official Publication of the network Computational and Methodological Statistics (CMStatistics) and of the International Association for Statistical Computing (IASC), is an international journal dedicated to the dissemination of methodological research and...
Copyright and Credits Hands-On Exploratory Data Analysis with Python About Packt Why subscribe? Contributors About the authors About the reviewer Packt is searching for authors like you Preface Who this book is for What this book covers To get the most out of this book Download the example code...
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Peer review information Nature Astronomy thanks David Catling, Ruth-Sophie Taubner and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional...