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for the first exam, review notes on laptop
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Data
raw, unorganized facts
Information
processed, contextualized data
Knowledge
Contextualized information applied with experience
Wisdom
sound judgement and action based on knowledge
Data silo
an isolated repository accessible to only one department or application, leading to duplication, inconsistency, and lack of transparency
DBMS
optimized for day-to-day transactional processing and fast read/writes
Data Warehouse
optimized for complex reporting, historical, and aggregation
sql
structured query language for databases
ETL
extract transform, load pipeline
Data Mining
discovering hidden patterns in large datasets
Vizulaization
graphical representation of data
Data Governance
The overall management of data availability, usability, integrity, compliance, and security across an organization.
Waterfall method
requirements, design, implementation, verification, maintenance
data consistency
field values through the entire database is exactly the same
Data Integrity
A set of rules or guidelines that governs the validity, consistency, and accuracy of the data in a database.
Entity Integrity
No duplicate rows
Domain Intergrity
Primary Keys
Unique key at the beginning of a table
Foreign Key
primary key in another table
Composite Primary Key
multiple fields or attributes that create a primary key
Text
For storing non-numeric data that is brief, generally under 256 characters
Number
For storing numbers. There are usually a few different number types that can be selected, depending on how large the largest number will be,
Boolean
a data type with two possible values (1,0)
Date
a special form of the number data type that can be interpreted as a date
Time
numerical data type that can be interpreted as a date
long text
text over 256 characters
char
fixed length text, does not contain numbers
varchar
fixed length text that contains text and numbers
fload
for decimal numbers