Advertisement
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
NA 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 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
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 Systems and Structures (O.R. Zaane)
Currently this section contains no detailed description for the page, will update this page soon.
Author(s):
Pages
Lecture Notes in Database Systems
Currently this section contains no detailed description for the page, will update this page soon.
Author(s):
Pages
Database Template Library (DTL) Programmers Guide
Currently this section contains no detailed description for the page, will update this page soon.
Author(s):
Pages
The Relational Data Model, Normalisation and effective Database Design (T. Marston)
Currently this section contains no detailed description for the page, will update this page soon.
Author(s):
Pages
Introduction to Databases for Web Developers
Currently this section contains no detailed description for the page, will update this page soon.
Author(s):
PagesAdvertisement
