Sebanyak 16 item atau buku ditemukan

Data Mining

Concepts and Techniques

Data Mining: Concepts and Techniques, Fourth Edition provides the theories and methods for processing gathered data or information to be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data, known as KDD. It focuses on the feasibility, usefulness, effectiveness, and scalability of techniques of large data sets. After describing data mining, the authors explain the methods of knowing, preprocessing, processing, and warehousing data. They then present 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 needed to get the most out of your data

Concepts and methods for deep learning are systematically introduced as one chapter. Finally, the book covers the trends, applications, and research frontiers in data mining.

Database Systems: Design, Implementation, & Management

Practical and easy to understand, DATABASE SYSTEMS: DESIGN, IMPLEMENTATION, AND MANAGEMENT, Eleventh Edition, gives students a solid foundation in database design and implementation. Filled with visual aids such as diagrams, illustrations, and tables, this market-leading text provides in-depth coverage of database design, demonstrating that the key to successful database implementation is in proper design of databases to fit within a larger strategic view of the data environment. Renowned for its clear, straightforward writing style, this text provides students with an outstanding balance of theory and practice. The eleventh edition has been updated to include expanded relational algebra coverage, updated business vignettes showing the impact of database tech in the real world, updated coverage of cloud data services, expanded coverage of Big Data and related Hadoop technologies, SQL coverage expanded to include MySQL databases, and many other improvements! In addition, new review questions, problem sets, and cases have been added throughout the book so that students have multiple opportunities to test their understanding and develop real and useful design skills. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

Renowned for its clear, straightforward writing style, this text provides students with an outstanding balance of theory and practice.

Multivariate Data Analysis

Offering an applications-oriented approach which focuses on the use of each technique rather than its mathematical derivation, this textbook introduces a six-step framework for organising and discussing multivariate data analysis techniques.

For graduate and upper-level undergraduate marketing research courses.For over 30 years, this text has provided students with the information they need to understand and apply multivariate data analysis.

Multivariate Data Analysis: Pearson New International Edition PDF eBook

For graduate and upper-level undergraduate marketing research courses. For over 30 years, this text has provided students with the information they need to understand and apply multivariate data analysis. The authors provide an applications-oriented introduction to multivariate analysis for the non-statistician. By reducing heavy statistical research into fundamental concepts, the text explains to students how to understand and make use of the results of specific statistical techniques. In this 7th Edition, the organisation of the chapters has been greatly simplified. New chapters have been added on structural equations modeling, and all sections have been updated to reflect advances in technology, capability, and mathematical techniques. The full text downloaded to your computer With eBooks you can: search for key concepts, words and phrases make highlights and notes as you study share your notes with friends eBooks are downloaded to your computer and accessible either offline through the Bookshelf (available as a free download), available online and also via the iPad and Android apps. Upon purchase, you will receive via email the code and instructions on how to access this product. Time limit The eBooks products do not have an expiry date. You will continue to access your digital ebook products whilst you have your Bookshelf installed.

For graduate and upper-level undergraduate marketing research courses. For over 30 years, this text has provided students with the information they need to understand and apply multivariate data analysis.

An Introduction to Multivariate Statistical Analysis

Perfected over three editions and more than forty years, this field- and classroom-tested reference: * Uses the method of maximum likelihood to a large extent to ensure reasonable, and in some cases optimal procedures. * Treats all the basic and important topics in multivariate statistics. * Adds two new chapters, along with a number of new sections. * Provides the most methodical, up-to-date information on MV statistics available.

The Third Edition features new or more extensive coverage of: Patterns of Dependence and Graphical Models–a new chapter Measures of correlation and tests of independence Reduced rank regression, including the limited-information maximum ...

The Oxford Handbook of the Economics of Gambling

There is growing interest among academics and policymakers in the economics of gambling, which has been stimulated by major regulatory and tax changes in the U.S., U.K. Continental Europe, Asia, Australia and elsewhere. Unfortunately, there is no comprehensive source of path-breaking research on this topic. To fill this gap, we commissioned chapters from leading economists on all aspects of gambling research. Topics covered include the optimal taxation structure for various forms of gambling, factors influencing the demand and supply of gambling services, forecasting of gambling trends, regulation of gambling, the efficiency of racetrack and sports betting markets, gambling prevalence and behavior, modeling the demand for gambling services, the economic impact of gambling, substitution and complementarities among different types of gambling activity, and the relationship between gambling and other sectors of the economy. These are all important issues, with significant global implications. Specifically, we divide the Handbook into sections on casinos, sports betting, horserace betting, betting strategy, motivation, behavior and decision-making in betting markets, prediction markets and political betting, and lotteries and gambling machines

These are all important issues, with significant global implications.

Good Manufacturing Practices for Pharmaceuticals

A Plan for Total Quality Control from Manufacturer to Consumer: Fifth Edition,

Highlighting key issues and differences among GMPs of Europe, Canada, and the WHO, this reference examines US law and governmental policy affecting domestic and multinational pharmaceutical manufacturing. The book recommend pragmatic ways to interpret and comply with FDA CGMP regulation and related criteria. They focus on geographical redistribution of manufacturing facilities, accommodation of a diversity of regulatory and statutory governance, adaptation to disparate human resources, and new growth areas of manufacture and distribution of homeopathic remedies and dietary supplements, in addition to the greater quality control required of pharmacists and other authorized dispensers.

The book recommend pragmatic ways to interpret and comply with FDA CGMP regulation and related criteria.