Introduction to Database Systems
The purpose of this note is to give students about an understanding of what database systems are, why we use them, how to use common database systems efficiently and how database systems work internally. Also teaches about variety of data management tasks and different approaches to them.
Author(s): University of California at Berkeley
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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 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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Information Modeling (D. Edmond)
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Lecture Notes in Database SystemsMirror1
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Concurrency Control and Recovery in Database Systems (P. Bernstein, et al)
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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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Relational Modeling of Biological Data Trees and Graphs (A.J. Mackey)
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