Data Mining Teori Praktis Dan Implementasi Menggunakan Weka Dan Bahasa Pemrograman Java
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Data Mining Teori Praktis Dan Implementasi Menggunakan Weka Dan Bahasa Pemrograman Java
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Author : Dr.Kahf Heryandi Suradiradja. M.Kom.
language : id
Publisher: Penerbit Adab
Release Date :
Data Mining Teori Praktis Dan Implementasi Menggunakan Weka Dan Bahasa Pemrograman Java written by Dr.Kahf Heryandi Suradiradja. M.Kom. and has been published by Penerbit Adab this book supported file pdf, txt, epub, kindle and other format this book has been release on with Technology & Engineering categories.
Judul : DATA MINING : Teori Praktis dan Implementasi Menggunakan WEKA dan Bahasa Pemrograman Java Penulis : Dr.Kahf Heryandi Suradiradja. M.Kom., dan Salman Farizy. S.Kom, M.Kom, MCSE, MVP. Ukuran : 15,5 x 23 Tebal : 132 Halaman Cover : Soft Cover No. ISBN : 978-623-8718-82-5 No. E-ISBN : 978-623-8718-83-2 (PDF) SINOPSIS Buku ini bertujuan untuk memberikan pengantar mengenai konsep dasar, teknik dan aplikasi dari data mining dengan menggunakan aplikasi open source WEKA serta di implementasikan hasil pemodelan dari WEKA tersebut dapat digunakan atau embeded sebagai fungsi atau rule pada pengembangan aplikasi sistem cerdas dengan bahasa pemrograman JAVA. Dengan pemahaman dasar data mining ini, maka diharapkan bahwa pembaca akan mendapatkan pengetahuan juga wawasan tentang bagaimana teknik ini dapat digunakan untuk merubah ‘data mentah’ (raw material) menjadi informasi yang berguna, berharga dan juga dapat diandalkan untuk mengestimasi ataupun memprediksi suatu kasus. Selain itu, tulisan ini juga banyak membahas tentang sejarah, pentingnya dan berbagai bidang aplikasi dari data mining, menunjukkan bagaimana data mining sudah menjadi ‘tools’ yang tidak tergantikan dalam analisis data modern.
The Kimball Group Reader
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Author : Ralph Kimball
language : en
Publisher: John Wiley & Sons
Release Date : 2016-02-01
The Kimball Group Reader written by Ralph Kimball and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-02-01 with Computers categories.
The final edition of the incomparable data warehousing and business intelligence reference, updated and expanded The Kimball Group Reader, Remastered Collection is the essential reference for data warehouse and business intelligence design, packed with best practices, design tips, and valuable insight from industry pioneer Ralph Kimball and the Kimball Group. This Remastered Collection represents decades of expert advice and mentoring in data warehousing and business intelligence, and is the final work to be published by the Kimball Group. Organized for quick navigation and easy reference, this book contains nearly 20 years of experience on more than 300 topics, all fully up-to-date and expanded with 65 new articles. The discussion covers the complete data warehouse/business intelligence lifecycle, including project planning, requirements gathering, system architecture, dimensional modeling, ETL, and business intelligence analytics, with each group of articles prefaced by original commentaries explaining their role in the overall Kimball Group methodology. Data warehousing/business intelligence industry's current multi-billion dollar value is due in no small part to the contributions of Ralph Kimball and the Kimball Group. Their publications are the standards on which the industry is built, and nearly all data warehouse hardware and software vendors have adopted their methods in one form or another. This book is a compendium of Kimball Group expertise, and an essential reference for anyone in the field. Learn data warehousing and business intelligence from the field's pioneers Get up to date on best practices and essential design tips Gain valuable knowledge on every stage of the project lifecycle Dig into the Kimball Group methodology with hands-on guidance Ralph Kimball and the Kimball Group have continued to refine their methods and techniques based on thousands of hours of consulting and training. This Remastered Collection of The Kimball Group Reader represents their final body of knowledge, and is nothing less than a vital reference for anyone involved in the field.
Uml 2 For Dummies
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Author : Michael Jesse Chonoles
language : en
Publisher: John Wiley & Sons
Release Date : 2011-04-27
Uml 2 For Dummies written by Michael Jesse Chonoles and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-04-27 with Computers categories.
Uses friendly, easy-to-understand For Dummies style to help readers learn to model systems with the latest version of UML, the modeling language used by companies throughout the world to develop blueprints for complex computer systems Guides programmers, architects, and business analysts through applying UML to design large, complex enterprise applications that enable scalability, security, and robust execution Illustrates concepts with mini-cases from different business domains and provides practical advice and examples Covers critical topics for users of UML, including object modeling, case modeling, advanced dynamic and functional modeling, and component and deployment modeling
Software Fault Prediction
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Author : Sandeep Kumar
language : en
Publisher: Springer
Release Date : 2018-06-06
Software Fault Prediction written by Sandeep Kumar and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-06 with Computers categories.
This book focuses on exploring the use of software fault prediction in building reliable and robust software systems. It is divided into the following chapters: Chapter 1 presents an introduction to the study and also introduces basic concepts of software fault prediction. Chapter 2 explains the generalized architecture of the software fault prediction process and discusses its various components. In turn, Chapter 3 provides detailed information on types of fault prediction models and discusses the latest literature on each model. Chapter 4 describes the software fault datasets and diverse issues concerning fault datasets when building fault prediction models. Chapter 5 presents a study evaluating different techniques on the basis of their performance for software fault prediction. Chapter 6 presents another study evaluating techniques for predicting the number of faults in the software modules. In closing, Chapter 7 provides a summary of the topics discussed. The book will be of immense benefit to all readers who are interested in starting research in this area. In addition, it offers experienced researchers a valuable overview of the latest work in this area.
Data Mining
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Author : Richard J. Roiger
language : en
Publisher: CRC Press
Release Date : 2017-01-06
Data Mining written by Richard J. Roiger and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-06 with Business & Economics categories.
Data Mining: A Tutorial-Based Primer, Second Edition provides a comprehensive introduction to data mining with a focus on model building and testing, as well as on interpreting and validating results. The text guides students to understand how data mining can be employed to solve real problems and recognize whether a data mining solution is a feasible alternative for a specific problem. Fundamental data mining strategies, techniques, and evaluation methods are presented and implemented with the help of two well-known software tools. Several new topics have been added to the second edition including an introduction to Big Data and data analytics, ROC curves, Pareto lift charts, methods for handling large-sized, streaming and imbalanced data, support vector machines, and extended coverage of textual data mining. The second edition contains tutorials for attribute selection, dealing with imbalanced data, outlier analysis, time series analysis, mining textual data, and more. The text provides in-depth coverage of RapidMiner Studio and Weka’s Explorer interface. Both software tools are used for stepping students through the tutorials depicting the knowledge discovery process. This allows the reader maximum flexibility for their hands-on data mining experience.
Introduction To Data Science
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Author : Rafael A. Irizarry
language : en
Publisher: CRC Press
Release Date : 2019-11-12
Introduction To Data Science written by Rafael A. Irizarry and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-12 with Mathematics categories.
Introduction to Data Science: Data Analysis and Prediction Algorithms with R introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression, and machine learning. It also helps you develop skills such as R programming, data wrangling, data visualization, predictive algorithm building, file organization with UNIX/Linux shell, version control with Git and GitHub, and reproducible document preparation. This book is a textbook for a first course in data science. No previous knowledge of R is necessary, although some experience with programming may be helpful. The book is divided into six parts: R, data visualization, statistics with R, data wrangling, machine learning, and productivity tools. Each part has several chapters meant to be presented as one lecture. The author uses motivating case studies that realistically mimic a data scientist’s experience. He starts by asking specific questions and answers these through data analysis so concepts are learned as a means to answering the questions. Examples of the case studies included are: US murder rates by state, self-reported student heights, trends in world health and economics, the impact of vaccines on infectious disease rates, the financial crisis of 2007-2008, election forecasting, building a baseball team, image processing of hand-written digits, and movie recommendation systems. The statistical concepts used to answer the case study questions are only briefly introduced, so complementing with a probability and statistics textbook is highly recommended for in-depth understanding of these concepts. If you read and understand the chapters and complete the exercises, you will be prepared to learn the more advanced concepts and skills needed to become an expert. A complete solutions manual is available to registered instructors who require the text for a course.
Managing Information Security Risks
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Author : Christopher J. Alberts
language : en
Publisher: Addison-Wesley Professional
Release Date : 2003
Managing Information Security Risks written by Christopher J. Alberts and has been published by Addison-Wesley Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Business & Economics categories.
Describing OCTAVE (Operationally Critical Threat, Asset and Vulnerability Evaluation), a method of evaluating information security risk, this text should be of interest to risk managers.
Introduction To Literature
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Author : Henny Herawati
language : en
Publisher: Sanata Dharma University Press
Release Date : 2021-02-19
Introduction To Literature written by Henny Herawati and has been published by Sanata Dharma University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-19 with Education categories.
Integrating literature in education, especially in language learning, is indispensable. Not only that literature enables students to gain competence in a particular area of knowledge, it also nurtures their compassion and conscience, developing them into whole human beings. To embrace this vision, a book that can facilitate students' learning is needed. This book is designed to assist both teachers and students of Introduction to Literature course to enhance their literary skills as well as their soft skills.
Healthcare Information Systems
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Author : Kevin Beaver
language : en
Publisher: CRC Press
Release Date : 2002-12-23
Healthcare Information Systems written by Kevin Beaver and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-12-23 with Computers categories.
The move to manage medicine from a financial perspective, i.e. managed care, has added huge layers of bureaucratic and administrative functions to healthcare. The need to have the ability to track patient medical records, mandated by government legislation such as HIPAA, is bringing new technologies and processes into the healthcare arena. A univer
Data Science And Big Data Analytics
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Author : EMC Education Services
language : en
Publisher: John Wiley & Sons
Release Date : 2015-01-27
Data Science And Big Data Analytics written by EMC Education Services and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-01-27 with Computers categories.
Data Science and Big Data Analytics is about harnessing the power of data for new insights. The book covers the breadth of activities and methods and tools that Data Scientists use. The content focuses on concepts, principles and practical applications that are applicable to any industry and technology environment, and the learning is supported and explained with examples that you can replicate using open-source software. This book will help you: Become a contributor on a data science team Deploy a structured lifecycle approach to data analytics problems Apply appropriate analytic techniques and tools to analyzing big data Learn how to tell a compelling story with data to drive business action Prepare for EMC Proven Professional Data Science Certification Get started discovering, analyzing, visualizing, and presenting data in a meaningful way today!