This document provides an overview of data resource management and file organization concepts. It discusses key terms like binary, bit, byte, field, record, and file. It explains different file organization methods like traditional file environments and database management systems. It also summarizes different types of databases like relational, hierarchical, network, and object-oriented databases. Finally, it discusses database design, management, querying, distribution, warehousing, and trends like linking databases to the web.
Introduction to Data Warehouse. Summarized from the first chapter of 'The Data Warehouse Lifecyle Toolkit : Expert Methods for Designing, Developing, and Deploying Data Warehouses' by Ralph Kimball
Explain the importance of implementing data
resource management processes and
technologies in an organization.
• Outline the advantages of a database
management approach to managing the data
resources of a business.
• Explain how database management software
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Introduction to Data Warehouse. Summarized from the first chapter of 'The Data Warehouse Lifecyle Toolkit : Expert Methods for Designing, Developing, and Deploying Data Warehouses' by Ralph Kimball
Explain the importance of implementing data
resource management processes and
technologies in an organization.
• Outline the advantages of a database
management approach to managing the data
resources of a business.
• Explain how database management software
helps business professionals and supports the
operations and management of a business
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2. File Organization:
Terms & Concept
Binary: means composed of two pieces or
two parts and may refer to:
Mathematics:
Binary number, a representation for numbers using only two digits
(0 and 1)
Binary relation, a mathematical relation involving two elements
Binary function, a function in mathematics that takes two
arguments
Computing
Binary file, composed of something other than human-readable text
Executable, a type of binary file that contains machine code for the
computer to execute
Binary code, the digital representation of text and data
4. File Organization:
Terms & Concept
•
Bit: A bit is the basic unit of information in
computing and digital communications. A bit
can have only one of two values, and may
therefore be physically implemented with a twostate device. The most common representation
of these values are 0and1. The term bit is a
contraction of binary digit.
Smallest unit of data; binary digit (0,1)
Byte: Group of bits that represents a single
character
Field: Group of words or a complete number
5. File Organization:
Terms & Concept
Record: Group of related fields
File: Group of records of same type
Database: Group of related files
7. File Organization:
Terms & Concept
Entity: Person, place, thing, event about
which information is maintained
Attribute: Description of a particular entity
Key field: Identifier field used to retrieve,
update, sort a record
9. Problems with the Traditional File
Environment
Data redundancy
Data redundancy occurs in database systems which have a field
that is repeated in two or more tables.
o
Program-Data dependence
A Flow dependency, also known as a data dependency or
true dependency or read-after-write (RAW), occurs when
an instruction depends on the result of a previous
instruction:
1. A = 3 2. B = A 3. C = B
Lack of flexibility
Poor security
Lack of data-sharing and availability
11. Database Management System
(DBMS)
• Creates and maintains databases
• Eliminates requirement for data definition
statements
• Acts as interface between application
programs and physical data files
• Separates logical and physical views of
data
13. Components of DBMS
• Data definition language: Specifies
content and structure of database and
defines each data element
• Data manipulation language:
Manipulates data in a database
• Data dictionary: Stores definitions of
data elements, and data characteristics
15. Types of Databases
• Relational DBMS
• Hierarchical and Network DBMS
• Object-Oriented Databases
16. Relational DBMS
• Represents data as two-dimensional tables
called relations
• Relates data across tables based on common
data element
• Examples: DB2, Oracle, MS SQL Server
18. Three Basic Operations in a
Relational Database
• Select: Creates subset of rows that meet
specific criteria
• Join: Combines relational tables to provide
users with information
• Project: Enables users to create new tables
containing only relevant information
20. Hierarchical and Network DBMS
Hierarchical DBMS
• Organizes data in a tree-like structure
• Supports one-to-many parent-child
relationships
• Prevalent in large legacy systems
24. Hierarchical and Network DBMS
Disadvantages
Outdated
Less flexible compared to RDBMS
Lack support for ad-hoc and English
language-like queries
25. Object-Oriented Databases
Object-oriented
DBMS: Stores data and
procedures as objects that can be retrieved
and shared automatically
Object-relational
DBMS: Provides
capabilities of both object-oriented and
relational DBMS
26. Querying Databases:
Elements of SQL
Basic SQL Commands
SELECT:
FROM:
Specifies columns
Identifies tables or views
WHERE:
Specifies conditions
30. Designing Databases
Conceptual
design: Abstract model of
database from a business perspective
Physical
design: Detailed description of
business information needs
31. Designing Databases
Entity-relationship
diagram: Methodology for
documenting databases illustrating relationships
between database entities
Normalization:
Process of creating small stable
data structures from complex groups of data
38. Management Requirements for
Database Systems
Key elements in a database environment:
Data Administration
Data Planning and Modeling Methodology
Database Technology and Management
Users
40. Multidimensional Data Analysis
On-line analytical processing (OLAP)
Multidimensional data analysis
Supports manipulation and analysis of large
volumes of data from multiple
dimensions/perspectives
42. Data Warehousing and Datamining
Data warehouse
Supports reporting and query tools
Stores current and historical data
Consolidates data for management analysis
and decision making
44. Data Warehouse and data mining
Data mart
Subset of data warehouse
Contains summarized or highly focused
portion of data for a specified function or
group of users
45. Data Warehouse and data mining
Datamining
Tools for analyzing large pools of data
Find hidden patterns and infer rules to predict
trends
46. Benefits of Data Warehouse
Improved and easy accessibility to
information
Ability to model and remodel the data
47. Database and the web
Hypermedia database
• Organizes data as network of nodes
• Links nodes in pattern specified by user
• Supports text, graphic, sound, video and
executable programs
49. Database Trends
Databases and the Web
Database server
Computer in a client/server environment runs
a DBMS to process SQL statements and
perform database management tasks
Application server
Software handling all application operations