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Mining of Massive Datasets
This book evolved from material developed over several years by Anand Rajaraman and Jeff Ullman for a one-quarter course at Stanford. The course CS345A, titled “Web Mining,” was designed as an advanced graduate course, although it has become accessible and interesting to advanced undergraduates.
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Python Data Science Handbook
The shortened string format codes may seem confusing, but they are built on simple principles. The first (optional) character is < or >, which means “little endian” or “big endian,” respectively, and specifies the ordering convention for significant bits. The next character specifies the type of data: characters, bytes, ints, floating points, and so on (see Table 2-4).
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THE DISASTER RECOVERY HANDBOOK
The authors would like to express their appreciation to Matt Curtin of Interhack, Michael James of Fireproof Records Center, and Alice Kaltenmark of Reed Elsevier for sharing their experiences in business continuity. Their wisdom and insights were extremely valuable in creating this updated edition. We would also like to express our appreciation to our wives Tami and Nancy for their support while developing this and other books. Any successes that we’ve had would not have been possible without t
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STRUCTURED COMPUTER ORGANIZATION
Copyright © 2013, 2006, 1999 Pearson Education, Inc., publishing as Prentice Hall. All rights reserved. Printed in the United States of America. This publication is protected by Copyright, and permission should be obtained from the publisher prior to any prohibited reproduction, storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise. To obtain permission(s) to use material from this work, please submit a written re
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Advanced Data Analysis from an Elementary Point of View Cosma Rohilla Shalizi
Likewise, the children of unusually short parents also tend to be closer to the average, and similarly for other traits. This came to be called “regression towards the mean,” or even “regression towards mediocrity”; hence the line relating the average height (or whatever) of children to that of their parents was “the regression line,” and the word stuck.
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Introduction to Matrix Analysis and Applications
A part of the material of this book is based on the lectures of the authors in the Graduate School of Information Sciences of Tohoku University and in the Budapest University of Technology and Economics. The aim of the lectures was to explain certain important topics on matrix analysis from the point of view of functional analysis.
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MATHEMATICAL FOUNDATIONS FOR DATA ANALYSIS
This book is meant for use with a self-contained course that introduces many basic principles and techniques needed for modern data analysis. In particular, it was constructed from material taught mainly in two courses. The first is an early undergraduate course which was designed to prepare students to succeed in rigorous Machine Learning and Data Mining courses. The second course is that advanced Data Mining course. It should be useful for any combination of such courses.
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Mathematical Foundations
Machine learning is the latest in a long line of attempts to distill human knowledge and reasoning into a form that is suitable for constructing machines and engineering automated systems. As machine learning becomes more ubiquitous and its software packages become easier to use, it is natural and desirable that the low-level technical details are abstracted away and hidden from the practitioner. However, this brings with it the danger that a practitioner becomes unaware of the design decision
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To Isa
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.
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Introductory Statistics 2e
Introductory Statistics 2e was conceived and written to fit a particular topical sequence, but it can be used flexibly to accommodate other course structures. One such potential structure, which fits reasonably well with the textbook content, is provided below. Please consider, however, that the chapters were not written to be completely independent, and that the proposed alternate sequence should be carefully considered for student preparation and textual consistency.
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OpenIntro Statistics Fourth Edition
OpenIntro Statistics covers a first course in statistics, providing a rigorous introduction to applied statistics that is clear, concise, and accessible. This book was written with the undergraduate level in mind, but it’s also popular in high schools and graduate courses. We hope readers will take away three ideas from this book in addition to forming a foundation of statistical thinking and methods.
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Probability: Theory and Examples
Some times the lights are shining on me. Other times I can barely see. Lately it occurs to me what a long strange trip its been. Grateful Dead In 1989 when the first edition of the book was completed, my sons David and Greg were 3 and 1, and the cover picture showed the Dow Jones at 2650. The last twenty-nine years have brought many changes but the song remains the same. “The title of the book indicates that as we develop the theory, we will focus our attention on examples. Hoping that the book
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PROBABILITY AND MATHEMATICAL STATISTICS
This book is both a tutorial and a textbook. In this book we present an introduction to probability and mathematical statistics and it is intended for students already having some elementary mathematical background. It is intended for a one-year senior level undergraduate and beginning graduate level course in probability theory and mathematical statistics.
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Труды Института востоковедения Ран. Выпуск-15
Публикуемый выпуск посвящен анализу проблем, связанных с состоянием российско-иранских отношений на разных исторических этапах - с древности до наших дней. Работа состоит из нескольких разделов, в каждом из которых исследуются вопросы, связанные с историей взаимоотношений двух стран, их экономическими и культурными контактами, с сотрудничеством с другими странами. Авторами статей являются уче ные разных стран, главным образом, из России и Ирана. Часть работ иранских авторов дана на персидском яз
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Understanding Solids
Ions are charged species that form when the number of electrons surrounding a nucleus varies slightly from that required for electric neutrality. Metallic elements, which have few electrons outside a closed noble gas core, tend to lose electrons and form positively charged cations.
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Principles of Modern Chemistry
This chapter describes the physical structure of the atom, as determined from the classic experiments of Thomson, Millikan, and Rutherford. For this edition, we added an introduction of the electrostatic force on negatively and positively charged particles (see Section 1.4.3), improved the coverage of the J.J. Thompson experiment measuring the charge-to-mass ratio of the electron (see Section 1.4.3), and incorporated coverage of the mole, counting molecules by weighing (which was Section 2