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Mining of Massive Datasets
  • Language: en
  • Pages: 480

Mining of Massive Datasets

Now in its second edition, this book focuses on practical algorithms for mining data from even the largest datasets.

Foundations of Computer Science
  • Language: en
  • Pages: 786

Foundations of Computer Science

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A First Course in Database Systems
  • Language: en
  • Pages: 511

A First Course in Database Systems

  • Type: Book
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  • Published: 2002
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  • Publisher: Unknown

Provides in-depth coverage of databases from the point of view of the database designer, user, and application programmer, leaving implementation for later courses. It covers the latest database standards: SQL: 1999, SQL/PSM, SQL/CLI, JDBC, ODL, and XML.

A First Course in Database Systems
  • Language: en
  • Pages: 516

A First Course in Database Systems

For Database Systems and Database Design and Application courses offered at the junior, senior, and graduate levels in Computer Science departments. Written by well-known computer scientists, this accessible and succinct introduction to database systems focuses on database design and use. The authors provide in-depth coverage of databases from the point of view of the database designer, user, and application programmer, leaving implementation for later courses. It is the first database systems text to cover such topics as UML, algorithms for manipulating dependencies in relations, extended relational algebra, PHP, 3-tier architectures, data cubes, XML, XPATH, XQuery, XSLT. The full text down...

Computational Aspects of VLSI
  • Language: en
  • Pages: 518

Computational Aspects of VLSI

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Elements of ML Programming
  • Language: en
  • Pages: 383

Elements of ML Programming

  • Type: Book
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  • Published: 1998-01
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  • Publisher: Pearson

This highly accessible introduction to the fundamentals of ML is presented by computer science educator and author, Jeffrey D. Ullman. The primary change in the Second Edition is that it has been thoroughly revised and reorganized to conform to the new language standard called ML97. This is the first book that offers both an accurate step-by-step tutorial to ML programming and a comprehensive reference to advanced features. It is the only book that focuses on the popular SML/NJ implementation. The material is arranged for use in sophomore through graduate level classes or for self-study. This text assumes no previous knowledge of ML or functional programming, and can be used to teach ML as a first programming language. It is also an excellent supplement or reference for programming language concepts, functional programming, or compiler courses.

Fundamental Concepts of Programming Systems
  • Language: en
  • Pages: 344
Mining of Massive Datasets
  • Language: en

Mining of Massive Datasets

Written by leading authorities in database and Web technologies, this book is essential reading for students and practitioners alike. The popularity of the Web and Internet commerce provides many extremely large datasets from which information can be gleaned by data mining. This book focuses on practical algorithms that have been used to solve key problems in data mining and can be applied successfully to even the largest datasets. It begins with a discussion of the MapReduce framework, an important tool for parallelizing algorithms automatically. The authors explain the tricks of locality-sensitive hashing and stream-processing algorithms for mining data that arrives too fast for exhaustive processing. Other chapters cover the PageRank idea and related tricks for organizing the Web, the problems of finding frequent itemsets, and clustering. This third edition includes new and extended coverage on decision trees, deep learning, and mining social-network graphs.

Introduction to Automata Theory, Languages, and Computation
  • Language: en
  • Pages: 488

Introduction to Automata Theory, Languages, and Computation

  • Type: Book
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  • Published: 2014
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  • Publisher: Unknown

This classic book on formal languages, automata theory, and computational complexity has been updated to present theoretical concepts in a concise and straightforward manner with the increase of hands-on, practical applications. This new edition comes with Gradiance, an online assessment tool developed for computer science. Please note, Gradiance is no longer available with this book, as we no longer support this product.

Database Systems: The Complete Book
  • Language: en
  • Pages: 1152

Database Systems: The Complete Book

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