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Data Mining: Concepts and Techniques

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

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).

Big Data For Dummies

Find the right big data solution for your business ororganization Big data management is one of the major challenges facingbusiness, industry, and not-for-profit organizations. Data setssuch as customer transactions for a mega-retailer, weather patternsmonitored by meteorologists, or social network activity can quicklyoutpace the capacity of traditional data management tools. If youneed to develop or manage big data solutions, you'll appreciate howthese four experts define, explain, and guide you through this newand often confusing concept. You'll learn what it is, why itmatters, and how to choose and implement solutions that work. Effectively managing big data is an issue of growing importanceto businesses, not-for-profit organizations, government, and ITprofessionals Authors are experts in information management, big data, and avariety of solutions Explains big data in detail and discusses how to select andimplement a solution, security concerns to consider, data storageand presentation issues, analytics, and much more Provides essential information in a no-nonsense,easy-to-understand style that is empowering Big Data For Dummies cuts through the confusion and helpsyou take charge of big data solutions for your organization.

Implement discover how to implement your big data solution with an eye to operationalizing and protecting your data What it means see the importance of big data to your organization and how it's used to solve problems Open the book and find ...

Educational Psychology Myeducationlab + Enhanced Pearson Etext Access Card

Theory and Practice

NOTE: Before purchasing, check with your instructor to ensure you select the correct ISBN. Several versions of Pearson's MyLab products exist for each title, and registrations are not transferable. To register for and use Pearson's MyLab products, you will also need a Course ID, which your instructor will provide. Used books, rentals, and purchases made outside of Pearson If purchasing or renting from companies other than Pearson, the access codes for Pearson's MyLab products may not be included, may be incorrect, or may be previously redeemed. Check with the seller before completing your purchase. For Introduction to Educational Psychology courses. This access code card provides access to MyLab(TM) Education with Enhanced Pearson eText. The intellectual grounding and practical strategies tomorrow's teachers need to be effective instructors. Educational Psychology: Theory and Practice offers complete, up-to-date information that is presented in readable, practical ways and illustrated with engaging examples and case studies. Embedded videos and interactive activities in the Enhanced Pearson eText in MyLab Education further illustrate key concepts and facilitate application. The text makes the connection between theory and practice explicit, helping students transfer what they learn to their own teaching. The Twelfth Edition reflects ongoing changes in our learning sciences that continue to transform educational psychology and teaching, incorporating new research and practical applications of many contemporary topics. Personalize learning with MyLab Education Pearson MyLab Education is an online homework, tutorial, and assessment program designed to work with the text to engage students and improve results. Within its structured environment, students see key concepts demonstrated through real classroom video footage, practice what they learn, test their understanding, and receive feedback to guide their learning and ensure they master key learning outcomes.

The text makes the connection between theory and practice explicit, helping students transfer what they learn to their own teaching.

Proven Programs in Education: Classroom Management and Assessment

Evidence-based best practices that improve classroom environments and assessment techniques! If your goal is a smoother-running, participatory classroom and improved student achievement, you’ll find essential best practices in this new resource. Robert Slavin, Professor and Chairman of the Success for All Foundation, has gathered insights and findings from more than 25 leading education researchers, presented in succinct chapters focused on key aspects of teaching and classroom management practice. Readers will find: Strategies for assessment that address use of formative approaches, adaptation for differentiation and the Common Core, and more Proven techniques for classroom management, including immediate positive steps that teachers can take User-friendly content supported by quick-read charts and graphs

Evidence-based best practices that improve classroom environments and assessment techniques!

Education Psychology

BRIEFER COURSE

First published in 1999. Routledge is an imprint of Taylor & Francis, an informa company.

This is Volume VIII of thirty-two in a series on Developmental Psychology.

Measurement and Evaluation in Psychology and Education

Pearson New International Edition

In this classic introduction to educational and psychological measurement, Thorndike and Thorndike-Christ provide all of the pertinent information future professionals need to know in order to develop the skills to use test information wisely. Incorporating standard measurement concepts as they apply to both educational and psychological assessments, the new eighth edition continues to provide a technically rigorous treatment of the core issues in measurement in an easy-to-read, easy-to-understand presentation. In preparing students to become independent users of test information, it describes problems in measurement, explains how these problems are approached and solved, surveys a broad range of sources, and provides guidance in how to find, evaluate, and use information about specific tests. The new eighth edition of Measurement and Evaluation in Psychology and Education includes increased coverage of No Child Left Behind, extended coverage of the role of ethics in tests, and a new chapter on advanced topics in testing. Part Two of the book has been reorganized to clarify concepts and the book as a whole has been streamlined and updated to include the most current research and testing information. Intended for use in undergraduate or graduate level introductory courses in psychological and educational measurement, Measurement and Evaluation in Psychology and Education focuses on basic issues in measurement provides a general overview that is not overly specialized.

The new eighth edition of Measurement and Evaluation in Psychology and Education includes increased coverage of No Child Left Behind, extended coverage of the role of ethics in tests, and a new chapter on advanced topics in testing.

Field Trip

Father-and-son writing team Gary and Jim Paulsen pick up where their Road Trip left off. Ben has been invited to try out for a special hockey academy. But Dad wants Ben to catch up to the school field trip instead. So Ben, Dad, and their dogs, Atticus and Conor, jump into their truck. Ben concocts a secret plan to make the tryout, but Atticus and Conor are on to him. Ben and Dad’s road trip turns into a wacky adventure full of new friends and surprises.

Father-and-son writing team Gary and Jim Paulsen pick up where their Road Trip left off. Ben has been invited to try out for a special hockey academy. But Dad wants Ben to catch up to the school field trip instead.

Field-Trip Fiasco

Read Along or Enhanced eBook

Read Along or Enhanced eBook: Sarah Jane Hartwell and her class are back. After the stress of her last attempt at taking her class on a field trip (seen in First Year Letters), Mrs. Hartwell has a plan for an upcoming trip to the zoo—a plan that includes a lot of rules. Her students prove that they can line up straight, walk quietly, and take plenty of notes, but everyone soon realizes that this field trip isn’t as much fun as they’d hoped. Mrs. Hartwell rethinks her plan and saves the day.

Read Along or Enhanced eBook: Sarah Jane Hartwell and her class are back.