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Database Management Systems Lecture Notes
This lecture note covers introduction to database, management system, Introduction to basic concepts of database systems, History of database systems, View of data, Database languages, Database architecture and relational model.
Author(s): University of Anbar
60 Pages
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
NA Pages
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
NA Pages
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
NA Pages
Lecture Notes in Database Systems
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The Relational Data Model, Normalisation and effective Database Design (T. Marston)
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A Simple Guide to Five Normal Forms in Relational Database Theory (W. Kent)
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Representing Trees in a Relational DB
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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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