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All of Statistics

Author : Larry Wasserman
Publisher : Springer Science & Business Media
ISBN 13 : 0387217363
Total Pages : 446 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis All of Statistics by : Larry Wasserman

Download or read book All of Statistics written by Larry Wasserman and published by Springer Science & Business Media. This book was released on 2013-12-11 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Taken literally, the title "All of Statistics" is an exaggeration. But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines. The book includes modern topics like non-parametric curve estimation, bootstrapping, and classification, topics that are usually relegated to follow-up courses. The reader is presumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. Statistics, data mining, and machine learning are all concerned with collecting and analysing data.

Information Theory, Inference and Learning Algorithms

Author : David J. C. MacKay
Publisher : Cambridge University Press
ISBN 13 : 9780521642989
Total Pages : 694 pages
Book Rating : 4.6/5 (429 download)

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Book Synopsis Information Theory, Inference and Learning Algorithms by : David J. C. MacKay

Download or read book Information Theory, Inference and Learning Algorithms written by David J. C. MacKay and published by Cambridge University Press. This book was released on 2003-09-25 with total page 694 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-correction. Inference techniques, including message-passing algorithms, Monte Carlo methods and variational approximations, are developed alongside applications to clustering, convolutional codes, independent component analysis, and neural networks. Uniquely, the book covers state-of-the-art error-correcting codes, including low-density-parity-check codes, turbo codes, and digital fountain codes - the twenty-first-century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, the book is ideal for self-learning, and for undergraduate or graduate courses. It also provides an unparalleled entry point for professionals in areas as diverse as computational biology, financial engineering and machine learning.

The Weary Blues

Author : Langston Hughes
Publisher : Courier Dover Publications
ISBN 13 : 0486850560
Total Pages : 99 pages
Book Rating : 4.4/5 (868 download)

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Book Synopsis The Weary Blues by : Langston Hughes

Download or read book The Weary Blues written by Langston Hughes and published by Courier Dover Publications. This book was released on 2022-01-31 with total page 99 pages. Available in PDF, EPUB and Kindle. Book excerpt: Immediately celebrated as a tour de force upon its release, Langston Hughes's first published collection of poems still offers a powerful reflection of the Black experience. From "The Weary Blues" to "Dream Variation," Hughes writes clearly and colorfully, and his words remain prophetic.

Basic Engineering Circuit Analysis

Author : J. David Irwin
Publisher : John Wiley & Sons
ISBN 13 : 9780471661580
Total Pages : 0 pages
Book Rating : 4.6/5 (615 download)

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Book Synopsis Basic Engineering Circuit Analysis by : J. David Irwin

Download or read book Basic Engineering Circuit Analysis written by J. David Irwin and published by John Wiley & Sons. This book was released on 2005 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Irwin's Basic Engineering Circuit Analysis has built a solid reputation for its highly accessible presentation, clear explanations, and extensive array of helpful learning aids. Now in a new eighth edition, this highly accessible book has been fine-tuned and revised, making it more effective and even easier to use. It covers such topics as resistive circuits, nodal and loop analysis techniques, capacitance and inductance, AC steady-state analysis, polyphase circuits, the Laplace transform, two-port networks, and much more.

Applied Mathematics

Author : J. David Logan
Publisher : John Wiley & Sons
ISBN 13 : 1118475801
Total Pages : 688 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Applied Mathematics by : J. David Logan

Download or read book Applied Mathematics written by J. David Logan and published by John Wiley & Sons. This book was released on 2013-05-28 with total page 688 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the Third Edition “Future mathematicians, scientists, and engineers should find the book to be an excellent introductory text for coursework or self-study as well as worth its shelf space for reference.” —MAA Reviews Applied Mathematics, Fourth Edition is a thoroughly updated and revised edition on the applications of modeling and analyzing natural, social, and technological processes. The book covers a wide range of key topics in mathematical methods and modeling and highlights the connections between mathematics and the applied and natural sciences. The Fourth Edition covers both standard and modern topics, including scaling and dimensional analysis; regular and singular perturbation; calculus of variations; Green’s functions and integral equations; nonlinear wave propagation; and stability and bifurcation. The book provides extended coverage of mathematical biology, including biochemical kinetics, epidemiology, viral dynamics, and parasitic disease. In addition, the new edition features: Expanded coverage on orthogonality, boundary value problems, and distributions, all of which are motivated by solvability and eigenvalue problems in elementary linear algebra Additional MATLAB® applications for computer algebra system calculations Over 300 exercises and 100 illustrations that demonstrate important concepts New examples of dimensional analysis and scaling along with new tables of dimensions and units for easy reference Review material, theory, and examples of ordinary differential equations New material on applications to quantum mechanics, chemical kinetics, and modeling diseases and viruses Written at an accessible level for readers in a wide range of scientific fields, Applied Mathematics, Fourth Edition is an ideal text for introducing modern and advanced techniques of applied mathematics to upper-undergraduate and graduate-level students in mathematics, science, and engineering. The book is also a valuable reference for engineers and scientists in government and industry.

Doing Bayesian Data Analysis

Author : John Kruschke
Publisher : Academic Press
ISBN 13 : 0123814863
Total Pages : 673 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Doing Bayesian Data Analysis by : John Kruschke

Download or read book Doing Bayesian Data Analysis written by John Kruschke and published by Academic Press. This book was released on 2010-11-25 with total page 673 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is an explosion of interest in Bayesian statistics, primarily because recently created computational methods have finally made Bayesian analysis tractable and accessible to a wide audience. Doing Bayesian Data Analysis, A Tutorial Introduction with R and BUGS, is for first year graduate students or advanced undergraduates and provides an accessible approach, as all mathematics is explained intuitively and with concrete examples. It assumes only algebra and 'rusty' calculus. Unlike other textbooks, this book begins with the basics, including essential concepts of probability and random sampling. The book gradually climbs all the way to advanced hierarchical modeling methods for realistic data. The text provides complete examples with the R programming language and BUGS software (both freeware), and begins with basic programming examples, working up gradually to complete programs for complex analyses and presentation graphics. These templates can be easily adapted for a large variety of students and their own research needs.The textbook bridges the students from their undergraduate training into modern Bayesian methods. - Accessible, including the basics of essential concepts of probability and random sampling - Examples with R programming language and BUGS software - Comprehensive coverage of all scenarios addressed by non-bayesian textbooks- t-tests, analysis of variance (ANOVA) and comparisons in ANOVA, multiple regression, and chi-square (contingency table analysis). - Coverage of experiment planning - R and BUGS computer programming code on website - Exercises have explicit purposes and guidelines for accomplishment

Introduction to Data Science

Author : Laura Igual
Publisher : Springer
ISBN 13 : 3319500171
Total Pages : 227 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Introduction to Data Science by : Laura Igual

Download or read book Introduction to Data Science written by Laura Igual and published by Springer. This book was released on 2017-02-22 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: This accessible and classroom-tested textbook/reference presents an introduction to the fundamentals of the emerging and interdisciplinary field of data science. The coverage spans key concepts adopted from statistics and machine learning, useful techniques for graph analysis and parallel programming, and the practical application of data science for such tasks as building recommender systems or performing sentiment analysis. Topics and features: provides numerous practical case studies using real-world data throughout the book; supports understanding through hands-on experience of solving data science problems using Python; describes techniques and tools for statistical analysis, machine learning, graph analysis, and parallel programming; reviews a range of applications of data science, including recommender systems and sentiment analysis of text data; provides supplementary code resources and data at an associated website.

Cryptography and Network Security

Author : William Stallings
Publisher : Pearson
ISBN 13 : 0134484525
Total Pages : 772 pages
Book Rating : 4.1/5 (344 download)

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Book Synopsis Cryptography and Network Security by : William Stallings

Download or read book Cryptography and Network Security written by William Stallings and published by Pearson. This book was released on 2016-02-18 with total page 772 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. The Principles and Practice of Cryptography and Network Security Stallings’ Cryptography and Network Security, Seventh Edition, introduces the reader to the compelling and evolving field of cryptography and network security. In an age of viruses and hackers, electronic eavesdropping, and electronic fraud on a global scale, security is paramount. The purpose of this book is to provide a practical survey of both the principles and practice of cryptography and network security. In the first part of the book, the basic issues to be addressed by a network security capability are explored by providing a tutorial and survey of cryptography and network security technology. The latter part of the book deals with the practice of network security: practical applications that have been implemented and are in use to provide network security. The Seventh Edition streamlines subject matter with new and updated material — including Sage, one of the most important features of the book. Sage is an open-source, multiplatform, freeware package that implements a very powerful, flexible, and easily learned mathematics and computer algebra system. It provides hands-on experience with cryptographic algorithms and supporting homework assignments. With Sage, the reader learns a powerful tool that can be used for virtually any mathematical application. The book also provides an unparalleled degree of support for the reader to ensure a successful learning experience.

The Foundling

Author : Lloyd Alexander
Publisher : Henry Holt and Company (BYR)
ISBN 13 : 142996197X
Total Pages : 116 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis The Foundling by : Lloyd Alexander

Download or read book The Foundling written by Lloyd Alexander and published by Henry Holt and Company (BYR). This book was released on 2006-05-15 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: A companion book to The Chronicles of Prydain, this collection of short stories revisits beloved characters and reveals more about the history of the magical land of Prydain. Here, readers will find Dallben, destined to be an enchanter; Angharad, a princess of the House of Llyr; Kadwyr, the rascal crow; and Medwyn, the mystical protector of all animals. They'll learn the grim history of the sword of Dyrnwyn and even find out how Fflewddur Fflam came by his enchanted harp. How did Coll rescue Hen Wen when she disappeared at the hand of Arawn, Lord of the Land of Death? Find the answer to this question and many more, in The Foundling: And Other Tales of Prydain by Lloyd Alexander.

Dracula

Author : Bram Stoker
Publisher : Random House Books for Young Readers
ISBN 13 : 0394848284
Total Pages : 97 pages
Book Rating : 4.3/5 (948 download)

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Book Synopsis Dracula by : Bram Stoker

Download or read book Dracula written by Bram Stoker and published by Random House Books for Young Readers. This book was released on 1982-04-12 with total page 97 pages. Available in PDF, EPUB and Kindle. Book excerpt: String garlic by the window and hang a cross around your neck! The most powerful vampire of all time returns in our Stepping Stone Classic adaption of the original tale by Bran Stoker. Follow Johnathan Harker, Mina Harker, and Dr. Abraham van Helsing as they discover the true nature of evil. Their battle to destroy Count Dracula takes them from the crags of his castle to the streets of London... and back again.

Proofs from THE BOOK

Author : Martin Aigner
Publisher : Springer Science & Business Media
ISBN 13 : 3662223430
Total Pages : 194 pages
Book Rating : 4.6/5 (622 download)

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Book Synopsis Proofs from THE BOOK by : Martin Aigner

Download or read book Proofs from THE BOOK written by Martin Aigner and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: According to the great mathematician Paul Erdös, God maintains perfect mathematical proofs in The Book. This book presents the authors candidates for such "perfect proofs," those which contain brilliant ideas, clever connections, and wonderful observations, bringing new insight and surprising perspectives to problems from number theory, geometry, analysis, combinatorics, and graph theory. As a result, this book will be fun reading for anyone with an interest in mathematics.

English Vocabulary in Use Pre-intermediate and Intermediate with Answers

Author : Stuart Redman
Publisher : Cambridge University Press
ISBN 13 : 9780521557375
Total Pages : 272 pages
Book Rating : 4.5/5 (573 download)

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Book Synopsis English Vocabulary in Use Pre-intermediate and Intermediate with Answers by : Stuart Redman

Download or read book English Vocabulary in Use Pre-intermediate and Intermediate with Answers written by Stuart Redman and published by Cambridge University Press. This book was released on 1997-02-20 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Vocabulary in Use Pre-intermediate and Intermediate is a vocabulary book for intermediate learners of English, primarily designed as a self-study reference and practice book, but which can also be used for classroom work. In its style and format it is similar to its upper intermediate and advanced equivalent, English Vocabulary in Use. - 100 easy-to-use units: over 2,500 vocabulary items in a wide range of topic areas are presented, contextualise and explained and explained on left-hand pages with a variety of follow-up activities on right-hand pages. - Helps to build on and expand existing vocabulary. - Suggests tips and techniques for good learning habits. - Designed to be flexible: can be used both for self-study and in class. - Provides a comprehensive key with not only answers to the exercises but also more comments on how the language is used. - Includes a detailed index with phonetic transcriptions.

Teaching English in Africa

Author : Anderson, Jason
Publisher : East African Educational Publishers
ISBN 13 : 996656005X
Total Pages : 290 pages
Book Rating : 4.9/5 (665 download)

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Book Synopsis Teaching English in Africa by : Anderson, Jason

Download or read book Teaching English in Africa written by Anderson, Jason and published by East African Educational Publishers. This book was released on 2016-04-30 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Teaching English in Africa is a practical guide written for primary and secondary school teachers working all over the continent. This book relates the practice of English language teaching directly to the African context. As well as covering the underlying theory of how children learn languages and how teachers can best facilitate this learning, it also provides practical resources and ideas for activities and techniques that have proved successful in English classrooms in Africa, both at primary and secondary level. It is intended to be a practical guide, so references and citations are kept to a minimum and concepts are presented using examples that are likely to be familiar to most teachers working in Africa. If there is a bias in this book, it is towards the needs of teachers working in low-resource, isolated contexts in Africa, as these teachers are so often neglected by literature on teaching methodology.

Data Mining: Concepts and Techniques

Author : Jiawei Han
Publisher : Elsevier
ISBN 13 : 0123814804
Total Pages : 740 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Data Mining: Concepts and Techniques by : Jiawei Han

Download or read book Data Mining: Concepts and Techniques written by Jiawei Han and published by Elsevier. This book was released on 2011-06-09 with total page 740 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and scalability of techniques of large data sets. After describing data mining, this edition explains the methods of knowing, preprocessing, processing, and warehousing data. It then presents information about data warehouses, online analytical processing (OLAP), and data cube technology. Then, the methods involved in mining frequent patterns, associations, and correlations for large data sets are described. The book details the methods for data classification and introduces the concepts and methods for data clustering. The remaining chapters discuss the outlier detection and the trends, applications, and research frontiers in data mining. This book is intended for Computer Science students, application developers, business professionals, and researchers who seek information on data mining. - Presents dozens of algorithms and implementation examples, all in pseudo-code and suitable for use in real-world, large-scale data mining projects - Addresses advanced topics such as mining object-relational databases, spatial databases, multimedia databases, time-series databases, text databases, the World Wide Web, and applications in several fields - Provides a comprehensive, practical look at the concepts and techniques you need to get the most out of your data

The Practice of English Language Teaching

Author : Jeremy Harmer
Publisher :
ISBN 13 : 9781405853118
Total Pages : 448 pages
Book Rating : 4.8/5 (531 download)

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Book Synopsis The Practice of English Language Teaching by : Jeremy Harmer

Download or read book The Practice of English Language Teaching written by Jeremy Harmer and published by . This book was released on 2010 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Foundations of Data Science

Author : Avrim Blum
Publisher : Cambridge University Press
ISBN 13 : 1108617360
Total Pages : 433 pages
Book Rating : 4.1/5 (86 download)

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Book Synopsis Foundations of Data Science by : Avrim Blum

Download or read book Foundations of Data Science written by Avrim Blum and published by Cambridge University Press. This book was released on 2020-01-23 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals of and important algorithms for machine learning, algorithms and analysis for clustering, probabilistic models for large networks, representation learning including topic modelling and non-negative matrix factorization, wavelets and compressed sensing. Important probabilistic techniques are developed including the law of large numbers, tail inequalities, analysis of random projections, generalization guarantees in machine learning, and moment methods for analysis of phase transitions in large random graphs. Additionally, important structural and complexity measures are discussed such as matrix norms and VC-dimension. This book is suitable for both undergraduate and graduate courses in the design and analysis of algorithms for data.

ACS Style Guide

Author : Anne M. Coghill
Publisher : American Chemical Society
ISBN 13 : 9780841239494
Total Pages : 0 pages
Book Rating : 4.2/5 (394 download)

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Book Synopsis ACS Style Guide by : Anne M. Coghill

Download or read book ACS Style Guide written by Anne M. Coghill and published by American Chemical Society. This book was released on 2006 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the time since the second edition of The ACS Style Guide was published, the rapid growth of electronic communication has dramatically changed the scientific, technical, and medical (STM) publication world. This dynamic mode of dissemination is enabling scientists, engineers, and medicalpractitioners all over the world to obtain and transmit information quickly and easily. An essential constant in this changing environment is the requirement that information remain accurate, clear, unambiguous, and ethically sound.This extensive revision of The ACS Style Guide thoroughly examines electronic tools now available to assist STM writers in preparing manuscripts and communicating with publishers. Valuable updates include discussions of markup languages, citation of electronic sources, online submission ofmanuscripts, and preparation of figures, tables, and structures. In keeping current with the changing environment, this edition also contains references to many resources on the internet.With this wealth of new information, The ACS Style Guide's Third Edition continues its long tradition of providing invaluable insight on ethics in scientific communication, the editorial process, copyright, conventions in chemistry, grammar, punctuation, spelling, and writing style for any STMauthor, reviewer, or editor. The Third Edition is the definitive source for all information needed to write, review, submit, and edit scholarly and scientific manuscripts.