Database Systems Lecture Notes
This note is designed to introduce graduate students to the foundations of database systems, focusing on basics such as the relational algebra and data model, query optimization, query processing, and transactions. Topics covered includes: The relational model, Schema design, database internals, Database operators and query processing, Indexing and access methods, Buffer pool design and memory management, Join algorithms, Query optimization, Selinger optimizer, Transactions and locking, Optimistic concurrency control, Distributed transactions, Parallel databases, Scientific databases, NOSQL , ORM, DryadLINQ, Streaming databases, database as a service.
Author(s): Prof. Samuel Madden, Prof. Robert Morris, Prof. Michael Stonebraker, Dr. Carlo Curino
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This note covers the following topics: Introduction, inductive learning, Decision trees, Rule induction, Instance-based learning, Bayesian learning, Neural networks, Model ensembles, Learning theory, Clustering and dimensionality reduction.
Author(s): Pedro Domingos
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Database Systems The Complete Book
This book covers the following topics: Databases, Automata, Compilers, Operating Systems, Introductory Java, Data Structures, and Data Mining.
Author(s): Hector Garcia Molina, Jeff Ullman and Jennifer Widom
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Database Management Systems by Rich Maclin
This note covers the following topics: database design and organization, ER(entityrelationship)model, the relational data model, query languages, language basics, relational algebra, domain calculus, sql, programming with dbs, sql interfaces, internet applications, dbms implementation, physical representation, organization overview, file organization, tree indices, hash indices, query evaluation, query evaluation overview, external sorting, join evaluation, other operations, query optimization, transaction management, overview of transactions, concurrency control, crash recovery, security.
Author(s): Rich Maclin
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Covered topics: Introduction to databases, Relational model, algebra, calculus, Basics of SQL programming, Advanced SQL programming, Database design and normalization, Basics of query and transaction processing, Introduction to XML (data format and query languages).
Author(s): Leonid Libkin
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Information Modeling (D. Edmond)
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Lecture Notes in Database SystemsMirror1
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Database Template Library (DTL) Programmers Guide
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Relational Modeling of Biological Data Trees and Graphs (A.J. Mackey)
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Introduction to Databases for the Web
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