The Shape Of Data
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The Shape Of Data
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Author : Colleen M. Farrelly
language : en
Publisher: No Starch Press
Release Date : 2023-09-12
The Shape Of Data written by Colleen M. Farrelly and has been published by No Starch Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-12 with Computers categories.
This advanced machine learning book highlights many algorithms from a geometric perspective and introduces tools in network science, metric geometry, and topological data analysis through practical application. Whether you’re a mathematician, seasoned data scientist, or marketing professional, you’ll find The Shape of Data to be the perfect introduction to the critical interplay between the geometry of data structures and machine learning. This book’s extensive collection of case studies (drawn from medicine, education, sociology, linguistics, and more) and gentle explanations of the math behind dozens of algorithms provide a comprehensive yet accessible look at how geometry shapes the algorithms that drive data analysis. In addition to gaining a deeper understanding of how to implement geometry-based algorithms with code, you’ll explore: Supervised and unsupervised learning algorithms and their application to network data analysis The way distance metrics and dimensionality reduction impact machine learning How to visualize, embed, and analyze survey and text data with topology-based algorithms New approaches to computational solutions, including distributed computing and quantum algorithms
The Shape Of Data In Digital Humanities
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Author : Julia Flanders
language : en
Publisher: Routledge
Release Date : 2018-11-02
The Shape Of Data In Digital Humanities written by Julia Flanders and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-02 with Language Arts & Disciplines categories.
Data and its technologies now play a large and growing role in humanities research and teaching. This book addresses the needs of humanities scholars who seek deeper expertise in the area of data modeling and representation. The authors, all experts in digital humanities, offer a clear explanation of key technical principles, a grounded discussion of case studies, and an exploration of important theoretical concerns. The book opens with an orientation, giving the reader a history of data modeling in the humanities and a grounding in the technical concepts necessary to understand and engage with the second part of the book. The second part of the book is a wide-ranging exploration of topics central for a deeper understanding of data modeling in digital humanities. Chapters cover data modeling standards and the role they play in shaping digital humanities practice, traditional forms of modeling in the humanities and how they have been transformed by digital approaches, ontologies which seek to anchor meaning in digital humanities resources, and how data models inhabit the other analytical tools used in digital humanities research. It concludes with a glossary chapter that explains specific terms and concepts for data modeling in the digital humanities context. This book is a unique and invaluable resource for teaching and practising data modeling in a digital humanities context.
Functional And Shape Data Analysis
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Author : Anuj Srivastava
language : en
Publisher: Springer
Release Date : 2016-10-03
Functional And Shape Data Analysis written by Anuj Srivastava and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-10-03 with Mathematics categories.
This textbook for courses on function data analysis and shape data analysis describes how to define, compare, and mathematically represent shapes, with a focus on statistical modeling and inference. It is aimed at graduate students in analysis in statistics, engineering, applied mathematics, neuroscience, biology, bioinformatics, and other related areas. The interdisciplinary nature of the broad range of ideas covered—from introductory theory to algorithmic implementations and some statistical case studies—is meant to familiarize graduate students with an array of tools that are relevant in developing computational solutions for shape and related analyses. These tools, gleaned from geometry, algebra, statistics, and computational science, are traditionally scattered across different courses, departments, and disciplines; Functional and Shape Data Analysis offers a unified, comprehensive solution by integrating the registration problem into shape analysis, better preparing graduate students for handling future scientific challenges. Recently, a data-driven and application-oriented focus on shape analysis has been trending. This text offers a self-contained treatment of this new generation of methods in shape analysis of curves. Its main focus is shape analysis of functions and curves—in one, two, and higher dimensions—both closed and open. It develops elegant Riemannian frameworks that provide both quantification of shape differences and registration of curves at the same time. Additionally, these methods are used for statistically summarizing given curve data, performing dimension reduction, and modeling observed variability. It is recommended that the reader have a background in calculus, linear algebra, numerical analysis, and computation.
Shape Data And Measures 6
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Author : Ruth Merttens
language : en
Publisher: Ginn
Release Date : 2001-02
Shape Data And Measures 6 written by Ruth Merttens and has been published by Ginn this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-02 with Education categories.
This textbook allows independent practice of mathematical skills. It presents the concepts at an appropriate reading level. Activities with an investigative or process-skill focus encourage creative and mathematical thinking. Problem-solving is included.
Abacus Year 4 Shape Data And Measures Malta Ed
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Author : Harcourt Education
language : en
Publisher: Ginn
Release Date : 2005-07
Abacus Year 4 Shape Data And Measures Malta Ed written by Harcourt Education and has been published by Ginn this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-07 with categories.
1999 Abacus Year 4 P5 Textbook Shape Data And Measures
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Author : Ruth Merttens
language : en
Publisher: Ginn
Release Date : 2000
1999 Abacus Year 4 P5 Textbook Shape Data And Measures written by Ruth Merttens and has been published by Ginn this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Juvenile Nonfiction categories.
This textbook allows independent practice of mathematical skills. It presents the concepts at an appropriate reading level. Activities with an investigative or process-skill focus encourage creative and mathematical thinking. Problem-solving is included.
Visio 2007 For Dummies
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Author : John Paul Mueller
language : en
Publisher: John Wiley & Sons
Release Date : 2011-02-09
Visio 2007 For Dummies written by John Paul Mueller and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-02-09 with Computers categories.
Reveal your inner business artist with Visio Turn your ideas into diagrams and drawings with Visio's stencils and templates If you have an idea you want to get down on electronic paper, Visio 2007 is for you, and so is this book! They're both flexible and user-friendly. Here's how to use Visio to capture ideas from simple to intricate, update data in a drawing with a single click, add and manipulate text, work with connectors, and more. Discover how to Create business, engineering, software, or network diagrams Format an entire drawing using themes Analyze "what-if" scenarios with PivotDiagrams Produce layered multipage drawings Save drawings to publish on the Web
Contemporary Issues In Communication Cloud And Big Data Analytics
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Author : Hiren Kumar Deva Sarma
language : en
Publisher: Springer Nature
Release Date : 2021-11-30
Contemporary Issues In Communication Cloud And Big Data Analytics written by Hiren Kumar Deva Sarma and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-30 with Technology & Engineering categories.
This book presents the outcomes of the First International Conference on Communication, Cloud, and Big Data (CCB) held on December 18–19, 2020, at Sikkim Manipal Institute of Technology, Majitar, Sikkim, India. This book contains research papers and articles in the latest topics related to the fields like communication networks, cloud computing, big data analytics, and on various computing techniques. Research papers addressing security issues in above-mentioned areas are also included in the book. The research papers and articles discuss latest issues in the above-mentioned topics. The book is very much helpful and useful for the researchers, engineers, practitioners, research students, and interested readers.
The Shape Of Data
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Author : Santos Silva
language : en
Publisher: Independently Published
Release Date : 2023-03-24
The Shape Of Data written by Santos Silva and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-24 with categories.
Information Shapes address the information in your model. An Information Shape is a named set of field definitions and related metadata. Each field in an Information Shape has an information type. ThingWorx has a characterized set of base sorts.
Nuclear Data For Science And Technology
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Author : K.H. Bockhoff
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Nuclear Data For Science And Technology written by K.H. Bockhoff and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Science categories.
Proceedings of the International Conference, Antwerp, Belgium, September 6-10, 1982