عنوان

Data mining and data warehousing :

شابک

1108635598

شابک

9781108635592

شابک اشتباه

1108727743

شابک اشتباه

9781108727747

عنوان اصلي

Data mining and data warehousing :

نام عام مواد

[Book]

ساير اطلاعات عنواني

principles and practical techniques /

نام نخستين پديدآور

Parteek Bhatia.

محل نشرو پخش و غیره

New York, NY :

نام ناشر، پخش کننده و غيره

Cambridge University Press,

تاریخ نشرو بخش و غیره

2019.

نام خاص و کميت اثر

1 online resource

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Beginning with machine learning -- Introduction to data mining -- Beginning with Weka and R language -- Data preprocessing -- Classification -- Implementing classification in Weka and R -- Cluster analysis -- Implementing clustering with Weka and R -- Association mining -- Implementing association mining with Weka and R -- Web mining and search engines -- Data warehouse -- Data warehouse schema -- Online analytical processing -- Big data and NoSQL.

بدون عنوان

0

متن يادداشت

"This textbook is written to cater to the needs of undergraduate students of computer science, engineering, and information technology for a course on data mining and data warehousing. It brings together fundamental concepts of data mining and data warehousing in a single volume. Important topics including information theory, decision tree, Naïve Bayes classifier, distance metrics, partitioning clustering, associate mining, data marts and operational data store are discussed comprehensively. The text simplifies the understanding of the concepts through exercises and practical examples. Chapters such as classification, associate mining and cluster analysis are discussed in detail with their practical implementation using Weka and R language data mining tools. Advanced topics including big data analytics, relational data models, and NoSQL are discussed in detail. Unsolved problems and multiple-choice questions are interspersed throughout the book for better understanding"--

عنوان

Data mining and data warehousing.

شماره استاندارد بين المللي کتاب و موسيقي

9781108727747

موضوع مستند نشده

Data mining, Textbooks.

موضوع مستند نشده

Data warehousing, Textbooks.

موضوع مستند نشده

Data mining.

موضوع مستند نشده

Data warehousing.

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Bhatia, Parteek

تاريخ عمليات

20200822151438.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y