Database Books Database Systems Books

Data Mining

Advertisement

Data Mining

Data Mining

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):

sNA Pages
Similar Books
Database Management Systems Lecture Notes

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.

s60 Pages
Lecture Notes on Fundamental of Database Management Systems

Lecture Notes on Fundamental of Database Management Systems

Database is a collection of interrelated data and set of programs can access that system. The contents include: Conceptual Modeling, Relational Approach,Basic Sql Query and Normalization, Transaction Management, Concurrency Control.

s95 Pages
Database Systems Lecture Notes

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.

sNA Pages
CouchDB The Definitive Guide

CouchDB The Definitive Guide

This book explains you how to use this document oriented database as a standalone application framework or with high volume, distributed applications.

sNA Pages
Database Systems The Complete Book

Database Systems The Complete Book

This book covers the following topics: Databases, Automata, Compilers, Operating Systems, Introductory Java, Data Structures, and Data Mining.

sNA Pages
Lecture Notes in Database Systems

Lecture Notes in Database Systems

Currently this section contains no detailed description for the page, will update this page soon.

s Pages
The Relational Data Model, Normalisation and effective Database Design (T. Marston)

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.

s Pages
A Simple Guide to Five Normal Forms in Relational Database Theory (W. Kent)

A Simple Guide to Five Normal Forms in Relational Database Theory (W. Kent)

Currently this section contains no detailed description for the page, will update this page soon.

s Pages
Hierarchical SQL (Joe Celko)

Hierarchical SQL (Joe Celko)

Currently this section contains no detailed description for the page, will update this page soon.

s Pages
Relational Modeling of Biological Data Trees and Graphs (A.J. Mackey)

Relational Modeling of Biological Data Trees and Graphs (A.J. Mackey)

Currently this section contains no detailed description for the page, will update this page soon.

s Pages

Advertisement