Mathematics for Machine Learning

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Publisher : Cambridge University Press
ISBN 13 : 1108569323
Total Pages : 392 pages
Book Rating : 4.1/5 (85 download)

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Book Synopsis Mathematics for Machine Learning by : Marc Peter Deisenroth

Download or read book Mathematics for Machine Learning written by Marc Peter Deisenroth and published by Cambridge University Press. This book was released on 2020-04-23 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.

Handbook of Research on Generalized and Hybrid Set Structures and Applications for Soft Computing

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Publisher : IGI Global
ISBN 13 : 1466697997
Total Pages : 607 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Handbook of Research on Generalized and Hybrid Set Structures and Applications for Soft Computing by : John, Sunil Jacob

Download or read book Handbook of Research on Generalized and Hybrid Set Structures and Applications for Soft Computing written by John, Sunil Jacob and published by IGI Global. This book was released on 2016-04-08 with total page 607 pages. Available in PDF, EPUB and Kindle. Book excerpt: Successful development of effective computational systems is a challenge for IT developers across sectors due to uncertainty issues that are inherently present within computational problems. Soft computing proposes one such solution to the problem of uncertainty through the application of generalized set structures including fuzzy sets, rough sets, and multisets. The Handbook of Research on Generalized and Hybrid Set Structures and Applications for Soft Computing presents double blind peer-reviewed and original research on soft computing applications for solving problems of uncertainty within the computing environment. Emphasizing essential concepts on generalized and hybrid set structures that can be applied across industries for complex problem solving, this timely resource is essential to engineers across disciplines, researchers, computer scientists, and graduate-level students.

The Dublin University Calendar

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Publisher :
ISBN 13 :
Total Pages : 592 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis The Dublin University Calendar by : Trinity College (Dublin, Ireland)

Download or read book The Dublin University Calendar written by Trinity College (Dublin, Ireland) and published by . This book was released on 1867 with total page 592 pages. Available in PDF, EPUB and Kindle. Book excerpt:

School of engineering. Examination for diploma

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Publisher :
ISBN 13 :
Total Pages : 692 pages
Book Rating : 4.R/5 (5 download)

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Book Synopsis School of engineering. Examination for diploma by : Dublin city, univ

Download or read book School of engineering. Examination for diploma written by Dublin city, univ and published by . This book was released on 1857 with total page 692 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of the Board of Agriculture in India

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Publisher :
ISBN 13 :
Total Pages : 642 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Proceedings of the Board of Agriculture in India by : India. Board of agriculture and Animal Husbandry

Download or read book Proceedings of the Board of Agriculture in India written by India. Board of agriculture and Animal Husbandry and published by . This book was released on 1909 with total page 642 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings

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Publisher :
ISBN 13 :
Total Pages : 374 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Proceedings by : India Board of Agriculture

Download or read book Proceedings written by India Board of Agriculture and published by . This book was released on 1914 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Hyperbolic and Kinetic Models for Self-organised Biological Aggregations

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Publisher : Springer
ISBN 13 : 3030025861
Total Pages : 280 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Hyperbolic and Kinetic Models for Self-organised Biological Aggregations by : Raluca Eftimie

Download or read book Hyperbolic and Kinetic Models for Self-organised Biological Aggregations written by Raluca Eftimie and published by Springer. This book was released on 2019-01-07 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the spatio-temporal patterns generated by two classes of mathematical models (of hyperbolic and kinetic types) that have been increasingly used in the past several years to describe various biological and ecological communities. Here we combine an overview of various modelling approaches for collective behaviours displayed by individuals/cells/bacteria that interact locally and non-locally, with analytical and numerical mathematical techniques that can be used to investigate the spatio-temporal patterns produced by said individuals/cells/bacteria. Richly illustrated, the book offers a valuable guide for researchers new to the field, and is also suitable as a textbook for senior undergraduate or graduate students in mathematics or related disciplines.

Qualitative Aspects And Applications Of Nonlinear Evolution Equations - Proceedings Of The School

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Publisher : World Scientific
ISBN 13 : 9814569380
Total Pages : 274 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Qualitative Aspects And Applications Of Nonlinear Evolution Equations - Proceedings Of The School by : Tatsien Li

Download or read book Qualitative Aspects And Applications Of Nonlinear Evolution Equations - Proceedings Of The School written by Tatsien Li and published by World Scientific. This book was released on 1991-11-29 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt:

DVD Lecture Series for Finite Mathematics & Its Applications

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Publisher : Prentice Hall
ISBN 13 : 9780321577344
Total Pages : pages
Book Rating : 4.5/5 (773 download)

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Book Synopsis DVD Lecture Series for Finite Mathematics & Its Applications by : Larry J. Goldstein

Download or read book DVD Lecture Series for Finite Mathematics & Its Applications written by Larry J. Goldstein and published by Prentice Hall. This book was released on 2009-08 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: These videos provide a lecture for each section of the textbook. Video lectures cover important definitions, procedures and concepts from the section by working through examples and exercises from the textbook. Videos have optional subtitles.

Collected Papers. Volume XIII

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Publisher : Infinite Study
ISBN 13 :
Total Pages : 999 pages
Book Rating : 4./5 ( download)

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Book Synopsis Collected Papers. Volume XIII by : Florentin Smarandache

Download or read book Collected Papers. Volume XIII written by Florentin Smarandache and published by Infinite Study. This book was released on 2022-09-15 with total page 999 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thirteenth volume of Collected Papers is an eclectic tome of 88 papers in various fields of sciences, such as astronomy, biology, calculus, economics, education and administration, game theory, geometry, graph theory, information fusion, decision making, instantaneous physics, quantum physics, neutrosophic logic and set, non-Euclidean geometry, number theory, paradoxes, philosophy of science, scientific research methods, statistics, and others, structured in 17 chapters (Neutrosophic Theory and Applications; Neutrosophic Algebra; Fuzzy Soft Sets; Neutrosophic Sets; Hypersoft Sets; Neutrosophic Semigroups; Neutrosophic Graphs; Superhypergraphs; Plithogeny; Information Fusion; Statistics; Decision Making; Extenics; Instantaneous Physics; Paradoxism; Mathematica; Miscellanea), comprising 965 pages, published between 2005-2022 in different scientific journals, by the author alone or in collaboration with the following 110 co-authors (alphabetically ordered) from 26 countries: Abduallah Gamal, Sania Afzal, Firoz Ahmad, Muhammad Akram, Sheriful Alam, Ali Hamza, Ali H. M. Al-Obaidi, Madeleine Al-Tahan, Assia Bakali, Atiqe Ur Rahman, Sukanto Bhattacharya, Bilal Hadjadji, Robert N. Boyd, Willem K.M. Brauers, Umit Cali, Youcef Chibani, Victor Christianto, Chunxin Bo, Shyamal Dalapati, Mario Dalcín, Arup Kumar Das, Elham Davneshvar, Bijan Davvaz, Irfan Deli, Muhammet Deveci, Mamouni Dhar, R. Dhavaseelan, Balasubramanian Elavarasan, Sara Farooq, Haipeng Wang, Ugur Halden, Le Hoang Son, Hongnian Yu, Qays Hatem Imran, Mayas Ismail, Saeid Jafari, Jun Ye, Ilanthenral Kandasamy, W.B. Vasantha Kandasamy, Darjan Karabašević, Abdullah Kargın, Vasilios N. Katsikis, Nour Eldeen M. Khalifa, Madad Khan, M. Khoshnevisan, Tapan Kumar Roy, Pinaki Majumdar, Sreepurna Malakar, Masoud Ghods, Minghao Hu, Mingming Chen, Mohamed Abdel-Basset, Mohamed Talea, Mohammad Hamidi, Mohamed Loey, Mihnea Alexandru Moisescu, Muhammad Ihsan, Muhammad Saeed, Muhammad Shabir, Mumtaz Ali, Muzzamal Sitara, Nassim Abbas, Munazza Naz, Giorgio Nordo, Mani Parimala, Ion Pătrașcu, Gabrijela Popović, K. Porselvi, Surapati Pramanik, D. Preethi, Qiang Guo, Riad K. Al-Hamido, Zahra Rostami, Said Broumi, Saima Anis, Muzafer Saračević, Ganeshsree Selvachandran, Selvaraj Ganesan, Shammya Shananda Saha, Marayanagaraj Shanmugapriya, Songtao Shao, Sori Tjandrah Simbolon, Florentin Smarandache, Predrag S. Stanimirović, Dragiša Stanujkić, Raman Sundareswaran, Mehmet Șahin, Ovidiu-Ilie Șandru, Abdulkadir Șengür, Mohamed Talea, Ferhat Taș, Selçuk Topal, Alptekin Ulutaș, Ramalingam Udhayakumar, Yunita Umniyati, J. Vimala, Luige Vlădăreanu, Ştefan Vlăduţescu, Yaman Akbulut, Yanhui Guo, Yong Deng, You He, Young Bae Jun, Wangtao Yuan, Rong Xia, Xiaohong Zhang, Edmundas Kazimieras Zavadskas, Zayen Azzouz Omar, Xiaohong Zhang, Zhirou Ma.

Integer Programming and Related Areas

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Publisher : Springer Science & Business Media
ISBN 13 : 3642465382
Total Pages : 402 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Integer Programming and Related Areas by : R.v. Randow

Download or read book Integer Programming and Related Areas written by R.v. Randow and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Survival of a Mathematician

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Publisher : American Mathematical Soc.
ISBN 13 : 0821846299
Total Pages : 328 pages
Book Rating : 4.8/5 (218 download)

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Book Synopsis The Survival of a Mathematician by : Steven George Krantz

Download or read book The Survival of a Mathematician written by Steven George Krantz and published by American Mathematical Soc.. This book was released on 2009 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: "One of the themes of the book is how to have a fulfilling professional life. In order to achieve this goal, Krantz discusses keeping a vigorous scholarly program going and finding new challenges, as well as dealing with the everyday tasks of research, teaching, and administration." "In short, this is a survival manual for the professional mathematician - both in academics and in industry and government agencies. It is a sequel to the author's A Mathematician's Survival Guide."--BOOK JACKET.

Theory of Moduli

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Publisher : Springer
ISBN 13 : 3540459200
Total Pages : 243 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Theory of Moduli by : Edoardo Sernesi

Download or read book Theory of Moduli written by Edoardo Sernesi and published by Springer. This book was released on 2006-11-14 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: The contributions making up this volume are expanded versions of the courses given at the C.I.M.E. Summer School on the Theory of Moduli.

Travels Through the Northern Parts of the United States, in the Years 1807 and 1808

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Publisher :
ISBN 13 :
Total Pages : 358 pages
Book Rating : 4.:/5 (334 download)

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Book Synopsis Travels Through the Northern Parts of the United States, in the Years 1807 and 1808 by : Edward Augustus Kendall

Download or read book Travels Through the Northern Parts of the United States, in the Years 1807 and 1808 written by Edward Augustus Kendall and published by . This book was released on 1809 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mixed Motives and Algebraic K-Theory

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Publisher : Springer
ISBN 13 : 3540469419
Total Pages : 260 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Mixed Motives and Algebraic K-Theory by : Uwe Jannsen

Download or read book Mixed Motives and Algebraic K-Theory written by Uwe Jannsen and published by Springer. This book was released on 2006-11-14 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: The relations that could or should exist between algebraic cycles, algebraic K-theory, and the cohomology of - possibly singular - varieties, are the topic of investigation of this book. The author proceeds in an axiomatic way, combining the concepts of twisted Poincaré duality theories, weights, and tensor categories. One thus arrives at generalizations to arbitrary varieties of the Hodge and Tate conjectures to explicit conjectures on l-adic Chern characters for global fields and to certain counterexamples for more general fields. It is to be hoped that these relations ions will in due course be explained by a suitable tensor category of mixed motives. An approximation to this is constructed in the setting of absolute Hodge cycles, by extending this theory to arbitrary varieties. The book can serve both as a guide for the researcher, and as an introduction to these ideas for the non-expert, provided (s)he knows or is willing to learn about K-theory and the standard cohomology theories of algebraic varieties.

Weighted Hardy Spaces

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Publisher : Springer
ISBN 13 : 3540462074
Total Pages : 203 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Weighted Hardy Spaces by : Jan-Olov Strömberg

Download or read book Weighted Hardy Spaces written by Jan-Olov Strömberg and published by Springer. This book was released on 2006-11-14 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: These notes give the basic ingredients of the theory of weighted Hardy spaces of tempered distribution on Rn and illustrate the techniques used. The authors consider properties of weights in a general setting; they derive mean value inequalities for wavelet transforms and introduce halfspace techniques with, for example, nontangential maximal functions and g-functions. This leads to several equivalent definitions of the weighted Hardy space HPW. Fourier multipliers and singular integral operators are applied to the weighted Hardy spaces and complex interpolation is considered. One tool often used here is the atomic decomposition. The methods developed by the authors using the atomic decomposition in the strictly convex case p>1 are of special interest.

Complex Analysis

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Publisher : Springer
ISBN 13 : 3540477527
Total Pages : 207 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Complex Analysis by : Steven G. Krantz

Download or read book Complex Analysis written by Steven G. Krantz and published by Springer. This book was released on 2006-11-14 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: This conference gathered together a small group of people with similar interests in the geometric function theory of several complex variables. While the speeches were of a specialized nature, the papers in the proceedings are largely of a survey and speculative nature. The volume is intended to serve both students and researchers as an invitation to active new areas of research. The level of the writing has been intentionally set in such a way that the papers will be accessible to a broad audience.