Database systems I
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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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
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
Lecture Notes in Database Systems
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Lecture Notes in Database SystemsMirror1
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Database Template Library (DTL) Programmers Guide
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A Simple Guide to Five Normal Forms in Relational Database Theory (W. Kent)
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Foundations of Object Relational Mapping
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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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