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What is the order of the data hierarchy from lowest to highest
Bit → Byte → Field → Record → File → Database
What is a database?
Centralize and control data
What does a database management system do?
Interfaces with?
Separates?
Solves problems of?
Applications and Physical Data Files
Separates logical and physical views of data
Traditional file environment
Control redundancy
Eliminate incosistency
Uncouples programs and data
Enables organization to centrally manage data and data security
What are relational data base management systems?
They represent as two-dimensional tables called relations or files
Each table contains data on entity and attributes
What are the parts of a table in DBMS?
Rows (Tuples) - Records for different entries
Fields (Columns) - Represent attribute for entity
Primary (Key) - Field in table used to uniquely identify a table
Foreign Key: Primary key used in second table as look-up field to identify records from original table
Data Definition Language (DDL)
Structures database content, create tables, define characteristics of fields
Data Dictionary
Automated or manual file storing definitions of data elements and their characteristics
Data Manipulation Language (DML)
Used to add, change, delete, and retrieve data from the database
SQL
What is an entity-relationship diagram?
Used by database designers to document the data model
Illustrates relationships between entities
What are the types of cardinality of relationships?
One-to-One: Each instance will have one related instance
Employee and parking space
One-to-Many: Instance on one side can have many related instances, but an instance on the other side will have a max of one related instance
Product line and product
Many-to-Many: Both sides can have many related instances on the other sides
Students and courses
What do very large databases and systems require?
Special capabilities/Tools
Analyze large quantities of data
Access data from multiple systems
How do databases get information?
Data warehousing
Data mining
What is a data warehouse?
Stores current/historical data
Consolidate/Standardize information
cannot be altered
Provide query, analysis, and reporting
What is a data mart?
Type of data warehouse:
Focus on portion of firm’s date for use for specific population
Focus on single subject
What is text mining?
Extracting key elements from large unstructured data sets
Like e-mails
What is a data quality audit?
Survey of accuracy and level of completeness of data:
Survey samples from data files
Survey end users for perceptions of quality
What is data cleansing?
Software to detect and correct data that are incorrect, incomplete, improperly formatted, or redundant