1# Library to Find Best eBook for Read
Author : Simon Foucart
Release : 2022-04-28
Genre : Computers
Kind : eBook
Book Rating : 884/5 ( reviews)
Book Synopsis Mathematical Pictures at a Data Science Exhibition by : Simon Foucart
Download or read book Mathematical Pictures at a Data Science Exhibition written by Simon Foucart. This book was released on 2022-04-28. Available in PDF, EPUB and Kindle. Book excerpt: A diverse selection of data science topics explored through a mathematical lens.
Author : Simon Foucart
Release : 2022-04-28
Genre : Computers
Kind : eBook
Book Rating : 866/5 ( reviews)
Book Synopsis Mathematical Pictures at a Data Science Exhibition by : Simon Foucart
Download or read book Mathematical Pictures at a Data Science Exhibition written by Simon Foucart. This book was released on 2022-04-28. Available in PDF, EPUB and Kindle. Book excerpt: This text provides deep and comprehensive coverage of the mathematical background for data science, including machine learning, optimal recovery, compressed sensing, optimization, and neural networks. In the past few decades, heuristic methods adopted by big tech companies have complemented existing scientific disciplines to form the new field of Data Science. This text embarks the readers on an engaging itinerary through the theory supporting the field. Altogether, twenty-seven lecture-length chapters with exercises provide all the details necessary for a solid understanding of key topics in data science. While the book covers standard material on machine learning and optimization, it also includes distinctive presentations of topics such as reproducing kernel Hilbert spaces, spectral clustering, optimal recovery, compressed sensing, group testing, and applications of semidefinite programming. Students and data scientists with less mathematical background will appreciate the appendices that provide more background on some of the more abstract concepts.
Author : Simon Foucart
Release :
Genre :
Kind : eBook
Book Rating : 973/5 ( reviews)
Book Synopsis Explorations in the Mathematics of Data Science by : Simon Foucart
Download or read book Explorations in the Mathematics of Data Science written by Simon Foucart. This book was released on . Available in PDF, EPUB and Kindle. Book excerpt:
Author : Steven L. Brunton
Release : 2022-05-05
Genre : Computers
Kind : eBook
Book Rating : 489/5 ( reviews)
Book Synopsis Data-Driven Science and Engineering by : Steven L. Brunton
Download or read book Data-Driven Science and Engineering written by Steven L. Brunton. This book was released on 2022-05-05. Available in PDF, EPUB and Kindle. Book excerpt: A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.
Author : Anna Maria Hartkopf
Release : 2022-12-28
Genre : Science
Kind : eBook
Book Rating : 080/5 ( reviews)
Book Synopsis Handbook Of Mathematical Science Communication by : Anna Maria Hartkopf
Download or read book Handbook Of Mathematical Science Communication written by Anna Maria Hartkopf. This book was released on 2022-12-28. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical science communication, as well as the field of science communication in general, has gained momentum over the last few decades. Mathematical science communication aims to inform the public about contemporary research, enhance factual and methodological knowledge, and foster a greater interest and support for the science of mathematics. This enables the public to apply it to their practical life, and to decision-making on a greater scale. These objectives are met in the various formats and media through which mathematical science communication is brought to the public.The first 13 chapters of the book consist of best-practice examples from the areas of informal math education, museums and exhibitions, and the arts. The final 5 chapters discuss the structural aspects of mathematical science communication and contribute to the basis for its theoretical framework.
