Linear Algebra Tools for Data Mining

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Author :
Publisher : World Scientific
ISBN 13 : 981438349X
Total Pages : 878 pages
Book Rating : 4.8/5 (143 download)

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Book Synopsis Linear Algebra Tools for Data Mining by : Dan A. Simovici

Download or read book Linear Algebra Tools for Data Mining written by Dan A. Simovici and published by World Scientific. This book was released on 2012 with total page 878 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive volume presents the foundations of linear algebra ideas and techniques applied to data mining and related fields. Linear algebra has gained increasing importance in data mining and pattern recognition, as shown by the many current data mining publications, and has a strong impact in other disciplines like psychology, chemistry, and biology. The basic material is accompanied by more than 550 exercises and supplements, many accompanied with complete solutions and MATLAB applications. Key Features Integrates the mathematical developments to their applications in data mining without sacrificing the mathematical rigor Presented applications with full mathematical justifications and are often accompanied by MATLAB code Highlights strong links between linear algebra, topology and graph theory because these links are essentially important for applications A self-contained book that deals with mathematics that is immediately relevant for data mining Book jacket.

Tool Kit for Groupoid C∗ -Algebras

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Publisher : American Mathematical Soc.
ISBN 13 : 1470451336
Total Pages : 398 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Tool Kit for Groupoid C∗ -Algebras by : Dana P. Williams

Download or read book Tool Kit for Groupoid C∗ -Algebras written by Dana P. Williams and published by American Mathematical Soc.. This book was released on 2019-09-24 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: The construction of a C∗-algebra from a locally compact groupoid is an important generalization of the group C∗-algebra construction and of the transformation group C∗-algebra construction. Since their introduction in 1980, groupoid C∗-algebras have been intensively studied with diverse applications, including graph algebras, classification theory, variations on the Baum-Connes conjecture, and noncommutative geometry. This book provides a detailed introduction to this vast subject and is suitable for graduate students or any researcher who wants to use groupoid C∗-algebras in their work. The main focus is to equip the reader with modern versions of the basic technical tools used in the subject, which will allow the reader to understand fundamental results and make contributions to various areas in the subject. Thus, in addition to covering the basic properties and construction of groupoid C∗-algebras, the focus is to give a modern treatment of some of the major developments in the subject in recent years, including the Equivalence Theorem and the Disintegration Theorem. Also covered are the complicated subjects of amenability of groupoids and simplicity results. The book is reasonably self-contained and accessible to graduate students with a good background in operator algebras.

Algebra I Toolkit

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Author :
Publisher : Lulu.com
ISBN 13 : 125704267X
Total Pages : 104 pages
Book Rating : 4.2/5 (57 download)

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Book Synopsis Algebra I Toolkit by : B. R. Glass

Download or read book Algebra I Toolkit written by B. R. Glass and published by Lulu.com. This book was released on 2011-03-01 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt: Create a more efficient classroom with over 90 pages of reproducible algebra notes for student math journals. These time-saving notes not only allow you to spend more time on examples and practice problems, they also serve as a year-long resource for your students.

Algebra: Themes, Tools, Concepts - Teacher Resources

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Author :
Publisher : Henri Picciotto
ISBN 13 : 1561078417
Total Pages : 158 pages
Book Rating : 4.5/5 (61 download)

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Book Synopsis Algebra: Themes, Tools, Concepts - Teacher Resources by :

Download or read book Algebra: Themes, Tools, Concepts - Teacher Resources written by and published by Henri Picciotto. This book was released on with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Algebra I Toolkit: A Quick Reference

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Publisher : Lulu.com
ISBN 13 : 1257049194
Total Pages : 99 pages
Book Rating : 4.2/5 (57 download)

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Book Synopsis Algebra I Toolkit: A Quick Reference by : B.R. Glass

Download or read book Algebra I Toolkit: A Quick Reference written by B.R. Glass and published by Lulu.com. This book was released on 2011 with total page 99 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Linear Algebra: Concepts and Applications

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Publisher : American Mathematical Soc.
ISBN 13 : 1470443848
Total Pages : 383 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Linear Algebra: Concepts and Applications by : Przemyslaw Bogacki

Download or read book Linear Algebra: Concepts and Applications written by Przemyslaw Bogacki and published by American Mathematical Soc.. This book was released on 2019-01-24 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: Linear Algebra: Concepts and Applications is designed to be used in a first linear algebra course taken by mathematics and science majors. It provides a complete coverage of core linear algebra topics, including vectors and matrices, systems of linear equations, general vector spaces, linear transformations, eigenvalues, and eigenvectors. All results are carefully, clearly, and rigorously proven. The exposition is very accessible. The applications of linear algebra are extensive and substantial—several of those recur throughout the text in different contexts, including many that elucidate concepts from multivariable calculus. Unusual features of the text include a pervasive emphasis on the geometric interpretation and viewpoint as well as a very complete treatment of the singular value decomposition. The book includes over 800 exercises and numerous references to the author's custom software Linear Algebra Toolkit.

Algebra: Themes, Tools, Concepts -- Teachers' Edition

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Author :
Publisher : Henri Picciotto, MathEducationPage.org
ISBN 13 : 9781561072521
Total Pages : 646 pages
Book Rating : 4.0/5 (725 download)

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Book Synopsis Algebra: Themes, Tools, Concepts -- Teachers' Edition by : Henri Picciotto

Download or read book Algebra: Themes, Tools, Concepts -- Teachers' Edition written by Henri Picciotto and published by Henri Picciotto, MathEducationPage.org. This book was released on 1994 with total page 646 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Algebraic Topology

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Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3111014851
Total Pages : 262 pages
Book Rating : 4.1/5 (11 download)

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Book Synopsis Algebraic Topology by : Kevin P. Knudson

Download or read book Algebraic Topology written by Kevin P. Knudson and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-08-19 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is ideal as an introduction to algebraic topology and applied algebraic topology featuring a streamlined approach including coverage of basic categorical notions, simplicial, cellular, and singular homology, persistent homology, cohomology groups, cup products, Poincare Duality, homotopy theory, and spectral sequences. The focus is on examples and computations, and there are many end of chapter exercises and extensive student projects.

Introduction to Quantitative Finance

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Publisher : MIT Press
ISBN 13 : 026201369X
Total Pages : 747 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Introduction to Quantitative Finance by : Robert R. Reitano

Download or read book Introduction to Quantitative Finance written by Robert R. Reitano and published by MIT Press. This book was released on 2010-01-29 with total page 747 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to many mathematical topics applicable to quantitative finance that teaches how to “think in mathematics” rather than simply do mathematics by rote. This text offers an accessible yet rigorous development of many of the fields of mathematics necessary for success in investment and quantitative finance, covering topics applicable to portfolio theory, investment banking, option pricing, investment, and insurance risk management. The approach emphasizes the mathematical framework provided by each mathematical discipline, and the application of each framework to the solution of finance problems. It emphasizes the thought process and mathematical approach taken to develop each result instead of the memorization of formulas to be applied (or misapplied) automatically. The objective is to provide a deep level of understanding of the relevant mathematical theory and tools that can then be effectively used in practice, to teach students how to “think in mathematics” rather than simply to do mathematics by rote. Each chapter covers an area of mathematics such as mathematical logic, Euclidean and other spaces, set theory and topology, sequences and series, probability theory, and calculus, in each case presenting only material that is most important and relevant for quantitative finance. Each chapter includes finance applications that demonstrate the relevance of the material presented. Problem sets are offered on both the mathematical theory and the finance applications sections of each chapter. The logical organization of the book and the judicious selection of topics make the text customizable for a number of courses. The development is self-contained and carefully explained to support disciplined independent study as well. A solutions manual for students provides solutions to the book's Practice Exercises; an instructor's manual offers solutions to the Assignment Exercises as well as other materials.

Algebra

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Author :
Publisher : Henri Picciotto
ISBN 13 : 9781561072514
Total Pages : 540 pages
Book Rating : 4.0/5 (725 download)

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Book Synopsis Algebra by : Anita Wah

Download or read book Algebra written by Anita Wah and published by Henri Picciotto. This book was released on 1994 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Math Toolkit for Real-Time Programming

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Author :
Publisher : CRC Press
ISBN 13 : 1482296748
Total Pages : 466 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Math Toolkit for Real-Time Programming by : Jack Crenshaw

Download or read book Math Toolkit for Real-Time Programming written by Jack Crenshaw and published by CRC Press. This book was released on 2000-01-09 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do big math on small machines Write fast and accurate library functions Master analytical and numerical calculus Perform numerical integration to any order Implement z-transform formulas Need to learn the ins and outs of the fundamental math functions in

Algebra

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Publisher :
ISBN 13 : 9780130507075
Total Pages : 0 pages
Book Rating : 4.5/5 (7 download)

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Book Synopsis Algebra by :

Download or read book Algebra written by and published by . This book was released on 2000 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Connecting Arithmetic to Algebra

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Author :
Publisher : Heinemann Educational Books
ISBN 13 : 9780325041919
Total Pages : 0 pages
Book Rating : 4.0/5 (419 download)

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Book Synopsis Connecting Arithmetic to Algebra by : Susan Jo Russell

Download or read book Connecting Arithmetic to Algebra written by Susan Jo Russell and published by Heinemann Educational Books. This book was released on 2011 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "To truly engage in mathematics is to become curious and intrigued about regularities and patterns, then describe and explain them. A focus on the behavior of the operations allows students starting in the familiar territory of number and computation to progress to true engagement in the discipline of mathematics." -Susan Jo Russell, Deborah Schifter, and Virginia Bastable Algebra readiness: it's a topic of concern that seems to pervade every school district. How can we better prepare elementary students for algebra? More importantly, how can we help all children, not just those who excel in math, become ready for later instruction? The answer lies not in additional content, but in developing a way of thinking about the mathematics that underlies both arithmetic and algebra. Connecting Arithmetic to Algebra invites readers to learn about a crucial component of algebraic thinking: investigating the behavior of the operations. Nationally-known math educators Susan Jo Russell, Deborah Schifter, and Virginia Bastable and a group of collaborating teachers describe how elementary teachers can shape their instruction so that students learn to: *notice and describe consistencies across problems *articulate generalizations about the behavior of the operations *develop mathematical arguments based on representations to explain why such generalizations are or are not true. Through such work, students become familiar with properties and general rules that underlie computational strategies-including those that form the basis of strategies used in algebra-strengthening their understanding of grade-level content and at the same time preparing them for future studies. Each chapter is illustrated by lively episodes drawn from the classrooms of collaborating teachers in a wide range of settings. These provide examples of posing problems, engaging students in productive discussion, using representations to develop mathematical arguments, and supporting both students with a wide range of learning profiles. Staff Developers: Available online, the Course Facilitator's Guide provides math leaders with tools and resources for implementing a Connecting Arithmetic to Algebra workshop or preservice course. For information on the PD course offered through Mount Holyoke College, download the flyer.

Math Fact Fluency

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Publisher : ASCD
ISBN 13 : 1416627227
Total Pages : 206 pages
Book Rating : 4.4/5 (166 download)

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Book Synopsis Math Fact Fluency by : Jennifer Bay-Williams

Download or read book Math Fact Fluency written by Jennifer Bay-Williams and published by ASCD. This book was released on 2019-01-14 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: This approach to teaching basic math facts, grounded in years of research, will transform students' learning of basic facts and help them become more confident, adept, and successful at math. Mastering the basic facts for addition, subtraction, multiplication, and division is an essential goal for all students. Most educators also agree that success at higher levels of math hinges on this fundamental skill. But what's the best way to get there? Are flash cards, drills, and timed tests the answer? If so, then why do students go into the upper elementary grades (and beyond) still counting on their fingers or experiencing math anxiety? What does research say about teaching basic math facts so they will stick? In Math Fact Fluency, experts Jennifer Bay-Williams and Gina Kling provide the answers to these questions—and so much more. This book offers everything a teacher needs to teach, assess, and communicate with parents about basic math fact instruction, including The five fundamentals of fact fluency, which provide a research-based framework for effective instruction in the basic facts. Strategies students can use to find facts that are not yet committed to memory. More than 40 easy-to-make, easy-to-use games that provide engaging fact practice. More than 20 assessment tools that provide useful data on fact fluency and mastery. Suggestions and strategies for collaborating with families to help their children master the basic math facts. Math Fact Fluency is an indispensable guide for any educator who needs to teach basic math facts.

Dinah Zike's Notebook Foldables for Spirals, Binders, & Composition Books

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Publisher :
ISBN 13 : 9781882796274
Total Pages : 124 pages
Book Rating : 4.7/5 (962 download)

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Book Synopsis Dinah Zike's Notebook Foldables for Spirals, Binders, & Composition Books by : Dinah Zike

Download or read book Dinah Zike's Notebook Foldables for Spirals, Binders, & Composition Books written by Dinah Zike and published by . This book was released on 2008 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Toolkit for Algebra and Geometry

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Publisher :
ISBN 13 :
Total Pages : 212 pages
Book Rating : 4.:/5 (33 download)

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Book Synopsis A Toolkit for Algebra and Geometry by : Ashutosh Gajanan Rege

Download or read book A Toolkit for Algebra and Geometry written by Ashutosh Gajanan Rege and published by . This book was released on 1996 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introduction to Applied Linear Algebra

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Publisher : Cambridge University Press
ISBN 13 : 1316518965
Total Pages : 477 pages
Book Rating : 4.3/5 (165 download)

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Book Synopsis Introduction to Applied Linear Algebra by : Stephen Boyd

Download or read book Introduction to Applied Linear Algebra written by Stephen Boyd and published by Cambridge University Press. This book was released on 2018-06-07 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: A groundbreaking introduction to vectors, matrices, and least squares for engineering applications, offering a wealth of practical examples.