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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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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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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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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.
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Data Mining
Ian H. Witten, Eibe Frank, Mark A. Hall,Data mining is the extraction of implicit, previously unknown, and potentially useful information from data. The idea is to build computer programs that sift through databases automatically, seeking regularities or patterns. Strong patterns, if found, will likely generalize to make accurate predictions on future data. Of course, there will be problems.
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Data Mining and Analysis
Mohammed J. Zaki, Wagner Meira Jr.,The book includes many examples to illustrate the main technical concepts. It also has end-of-chapter exercises, which have been used in class.All of the algorithms in the book have been implemented by the authors.
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Big Data, Data Mining, and Machine Learning
Jared Dean,This book provides excellent coverage of the technical skills needed by analytical consultants in today's market. The focus on modem methods makes this book relevant for business leaders who want to reap the rewards that analytics can bring to an organization. In my experience, one of the greatest missing links in implementing an anatytics-based strategy is a shortage of executives who triiy understand analytics-both the capab*ties analytics can provide as '.veil as the Imitations. This book can help you close that knowledge gap. Jared does an excellent job of making the concepts approachable while giving complete explanations with ample examples.
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Big Data Now
O'Reilly Media,O’Reilly books may be purchased for educational, business, or sales promotional use. Online editions are also available for most titles (http://my.safaribooksonline.com). For more information, contact our corporate/institutional sales department.
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Artificial Intelligence
Stuart J. Russell, Peter Norvig,Artificial Intelligence: A Modern Approach, 3e offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. Number one in its field, this textbook is ideal for one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence.
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Oxford English for Information Technology
Eric H.Glendinning, John McEwan,This Second Edition of Oxford English for Information Technology teaches students language skills in the context of computing and information technology. The audio CD contains all the dialogues, interviews, discussions and listening tasks.
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Software Quality Assurance: Principles And Practice
Software Quality Assurance (SQA) as a professional domain is becoming increasingly important. This book provides practical insight into the topic of Software Quality Assurance. It covers discussion on the importance of software quality assurance in the business of Information Technology, covers key practices like Reviews, Verification & Validation. It also discusses people issues and other barriers in successful implementatin of Quality Management Systems in organization. This work presents methodologies, concepts as well as practical scenarios while deploying Quality Assurance practices and integrates the underlying principle into a complete reference book on this topic.
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Test-Driven Development with Python
Harry Percival,While the publisher and the author have used good faith efforts to ensure that the information and instructions contained in this work are accurate, the publisher and the author disclaim all responsibility for errors or omissions, including without limitation responsibility for damages resulting from the use of or reliance on this work. Use of the information and instructions contained in this work is at your own risk. If any code samples or other technology this work contains or describes is subject to open source licenses or the intellectual property rights of others, it is your responsibility to ensure that your use thereof complies with such licenses and/or rights.
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Mastering Database Technologies
Bayross I.,Written to provide a grounding to those who wish to learn database technologies using ORACLE.
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Visual Basic 2008 Programming Black Book
Kogent Solutions Inc.,NET framework. It covers various topics, including object-oriented programming, working with databases using ADO.NET, implementing LINQ, and developing GUI applications. This book is designed for both novice and experienced developers, providing step-by-step explanations, code examples, and practical tips to develop robust Windows applications. It also includes advanced topics like multithreading, file handling, and debugging, making it a valuable resource for thorough Visual Basic learning.
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ios SDK programming
James A.Brannen,The author and publisher have taken care in the preparation of this book, but make no expressed or implied warranty of any kind and assume no responsibility for errors or omissions. No liability is assumed for incidental or consequential damages in connection with or arising out of the use of the information or programs contained herein.
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Sql Plsql the programming language of oracle
Ivan bayross,The information contained in the book is to the best of the authors knowledge true and correct the author has mode every effort to ensure accuracy of this publications.
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Easy Oracle PLISQL Programming
John Garmany,This book is intended for anyone who needs to extract Oracle data and format reports. John reveals even more secrets for quickly and easily producing stunning reports from Oracle. Unknown to most Oracle professionals, special SQL extraction techniques and SQL*Plus commands can be used to quickly create complex reports, without buying expensive third-party reporting tools. Best of all, John Garmany's exciting second edition shares more working samples in his online code depot than before. Your time savings from a single script is worth the price of this great book. Easy Oracle SQL is your introduction to using SQL and SQL*Plus with an Oracle database. Whether you are just learning SQL or just need a handy reference, this book will provide you with proven methods to building queries and reports using SQL. 20
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Fundamentals of software engineering
Rajib.Mall,You should use Clankart Teleport because after you place the order, seller will receive the payment only after you receive the product. With which you will have a confidence that your payment will only be released to seller after you receives the exact product.