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Student Solutions Manual for The Statistical Sleuth: A Course in Methods of Data Analysis
Fred Ramsey va Daniel Schafer,Tilshunoslik, -
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Mining Association Rules between Sets of Items in Large Databases
Rakesh Agrawal, Tomasz Imieliński, Arun Swami,Umumtexnikaviy fanlar, -
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Pattern Recognition and Machine Learning
Christopher M. Bishop,Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science. However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the past ten years. In particular, Bayesian methods have grown from a specialist niche to become mainstream, while graphical models have emerged as a general framework for describing and applying probabilistic models.
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Introduction to Machine Learning
Nils J. Nilsson,These notes are in the process of becoming a textbook. The process is quite un nished, and the author solicits corrections, criticisms, and suggestions from students and other readers. Although I have tried to eliminate errors, some undoubtedly remain|caveat lector.
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Applied Numerical Methods using matlab
R. V. Dukkipati,The book is designed to cover all major aspects of applied numerical methods, including numerical computations, solution of algebraic and transcendental equations, finite differences and interpolation, curve fitting, correlation and regression, numerical differentiation and integration, matrices and linear system of equations, numerical solution of ordinary differential equations, and numerical solution of partial differential equations. MATLAB is incorporated throughout the text and most of the problems are executed in MATLAB code.
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Numerical Analysis
Richard L. Burden,This is an electronic version of the print textbook. Due to electronic rights restrictions, some third party content may be suppressed. Editorial review has deemed that any suppressed content does not materially affect the overall learning experience.
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Student Solutions Manual for The Statistical Sleuth: A Course in Methods of Data Analysis
Fred Ramsey va Daniel Schafer,This student solutions manual serves as a vital pedagogical companion to the main textbook, "The Statistical Sleuth: A Course in Methods of Data Analysis." Specially formatted for undergraduate and graduate students of applied statistics and data science, this manual provides fully worked-out, step-by-step solutions to selected odd-numbered exercises and real-world data analysis problems presented at the end of each chapter. The content focuses on reinforcing core statistical concepts, such as hypothesis testing, linear regression, analysis of variance (ANOVA), and model diagnostics. By guiding readers through the mathematical formulations and interpretive reasoning behind data-driven decisions, this publication acts as an essential self-study tool for mastering practical statistical methodology and data visualization techniques
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Computer Algebra and Symbolic Computation
Joel S. Cohen,This book provides a systematic approach for the algorithmic formulation and implementation of mathematical operations in computer algebra programming languages. The viewpoint is that mathematical expressions, represented by expression trees, are the data objects of computer algebra programs, and by using a few primitive operations that analyze and construct expressions, we can implement many elementary operations from algebra, trigonometry, calculus, and differential equations.
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Discover America
Thomas Kral,“Discover America” is an educational textbook specifically developed for intermediate to advanced learners of English as a Foreign Language (EFL) and English as a Second Language (ESL) worldwide. Authored by Thomas Kral and published under the auspices of the United States Information Agency, this cross-cultural reader serves as a comprehensive introduction to American geography, culture, history, and societal values. Through a curated collection of engaging thematic texts, literary excerpts, and cultural essays, the textbook aims to enhance students' reading comprehension, vocabulary acquisition, and critical thinking skills. Each chapter is integrated with specialized communicative exercises and discussion prompts designed to foster intercultural understanding and contextual linguistic competence by exploring the diverse landscapes and heritage of the United States.
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Computer algebra and symbolic computation
Joel S. Cohen,This book contains information obtained from authentic and highly regarded sources. Reasonable efforts have been made to publish reliable data and information, but the author and publisher cannot assume responsibility for the validity of all materials or the consequences of their use. The authors and publishers have attempted to trace the copyright holders of all material reproduced in this publication and apologize to copyright holders if permission to publish in this form has not been obtained. If any copyright material has not been acknowledged please write and let us know so we may rectify in any future reprint.
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The Gettysburg Address
Avraam Linkoln,This beautifully illustrated volume presents Abraham Lincoln's seminal 1863 Gettysburg Address, one of the most influential speeches in American history, formatted specifically for young readers and students. Accompanied by a historical foreword by Pulitzer Prize-winning historian Garry Wills, the book contextualizes the American Civil War and the dedication of the Soldiers' National Cemetery. Renowned artist Michael McCurdy enhances Lincoln’s profound words with powerful, stark black-and-white scratchboard illustrations that capture the gravity of the battlefield, the sacrifice of the Union soldiers, and the solemn determination of the nation's 16th president. This publication serves as both a historic literary document and an artistic tribute to the enduring principles of human equality, democracy, and national unity.
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Student Atlas of World Politics
John L. Allen,The "Student Atlas of World Politics" is an essential cartographic and statistical reference textbook designed for students of political science, international relations, and geopolitics. This thematic atlas combines full-color global and regional maps with comprehensive data sets to effectively illustrate the dynamic relationship between physical geography and global political developments. The book provides an overview of the world stage by examining critical contemporary issues, including changing national boundaries, demographic shifts, international conflicts, economic development models, and global environmental crises. Through integrated thematic mapping and reference data, the publication serves as an analytical tool that helps readers visualize and understand the complex geopolitical frameworks and socio-political connections that shape modern international affairs.
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Connections for Health
Kathleen D. Mullen,Connections for Health" is a comprehensive academic textbook designed to introduce students to the fundamental concepts of personal health, wellness, and contemporary lifestyle medicine. The book emphasizes the multidimensional nature of human health, focusing on the critical bonds between physical fitness, psychological well-being, nutrition, family dynamics, and social interactions. Through an integrative framework, the authors explore how individual behavioral choices, environmental factors, and social support systems collectively influence long-term health outcomes and quality of life. This third edition features updated research, practical health-promotion strategies, and self-assessment tools aimed at empowering readers to make informed, healthy lifestyle decisions.
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Data Analytics with Spark Using Python
Jeffrey Aven,Many titles include programming code or configuration examples. To optimize the presentation of these elements, view the e-book in single-column, landscape mode and adjust the font size to the smallest setting.
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Big Data Analytics with Spark
Mohammed Guller,This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.
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Machine Learning
Kevin P. Murphy,With the ever increasing amounts of data in electronic form, the need for automated methods for data analysis continues to grow. The goal of machine learning is to develop methods that can automatically detect patterns in data, and then to use the uncovered patterns to predict future data or other outcomes of interest. Machine learning is thus closely related to the fields of statistics and data mining, but differs slightly in terms of its emphasis and terminology. This book provides a detailed introduction to the field, and includes worked examples drawn from application domains such as molecular biology, text processing, computer vision, and robotics.
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AN INSPECTOR CALIS
J.B.PRIESTLEY,An Inspector Calls is a play written by J. B. Priestley. The story focuses on the wealthy Birling family, whose members are questioned by a mysterious inspector about their involvement in the death of a young woman. As the investigation unfolds, each character is forced to confront their own actions and responsibility. The play explores important social themes such as class inequality, moral responsibility, and the consequences of selfish behavior. Priestley uses the inspector as a dramatic device to highlight the importance of social awareness and collective responsibility in society.
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200 Models De Letters
Malika Dulio,This document contains the official imprint, editorial credits, and publication details for a legal volume produced by the legal editorial board of La Vie Ouvrière (The Working Life)—a historic French publication closely affiliated with the General Confederation of Labour (CGT) trade union. Developed under the direction of Françoise Rochois, the work features contributions from an editorial team including Marie-Laure de Léhélec, Laurent Milet, Valérie Salis-Chellali, and Michel Scheidt, with Malika Dulio serving as the editorial secretary.
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Data Mining
Jiawei Han, Micheline Kamber, Jian Pei,The book gives quick introductions to database and data mining concepts with particular emphasis on data analysis. It then covers in a chapter-by-chapter tour the concepts and techniques that underlie classification, prediction, association, and clustering.
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Mining Association Rules between Sets of Items in Large Databases
Rakesh Agrawal, Tomasz Imieliński, Arun Swami,We are given a large database of customer transactions. Each transaction consists of items purchased by a customer in a visit. We present an efficient algorithm that generates all significant association rules between items in the database.
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Country Study
G.Y.Rahimova,Country Study (Мамлакатшунослик тадқиқоти) муайян мамлакатнинг географик жойлашуви, тарихи, аҳолиси, иқтисодиёти, сиёсий тизими, маданияти ва ижтимоий ҳаётини ҳар томонлама ўрганишга бағишланган тадқиқот туридир. Бундай тадқиқотлар мамлакатнинг ривожланиш хусусиятлари, миллий қадриятлари, халқаро муносабатлардаги ўрни ва замонавий тараққиёт тенденцияларини таҳлил қилади. Country Study ўқувчилар ва тадқиқотчиларга мамлакат ҳақида тизимли ва ишончли маълумот бериб, унинг ички ва ташқи сиёсатини, иқтисодий имкониятларини ҳамда маданий меросини чуқурроқ англашга ёрдам беради
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Data Mining
Jiawei Han, Micheline Kamber,Data mining is a multidisciplinary field, drawing work from areas including database technology, machine learning, statistics, pattern recognition, information retrieval, neural networks, knowledge-based systems, artificial intelligence, high-performance computing, and data visualization.