Big Idea 2 Flashcards
Binary
made up of 1s and 0s
Binary Digits also known as
bits
1 byte =
8 bits
Abstraction
remove details to make something more general. this makes it easier to use the process for multiple purposes rather than one specific purpose.
Converting Decimal Numbers to Binary
Decimal - base 10: 1, 10, 100, etc
Binary - base 2: 1, 2, 4, 8, 16, 32, etc
- Write down decimal number
- Subtract the largest binary number from that number that will not make the number negative
- Put a 1 in the column of the binary number subtracted and 0s in the ones not used
- Repeat
How can binary numbers be represented
Letters
Colors (RGB)
Machine Instructions
Overflow Error
when the integer needed to be represented needs more bits than the programming language can represent
Round-Off Error
Occurs when there are very obscure decimal points.
(0.999999998 could just be 1)
Analog Data
a continuous stream of data values
Data Compression
reducing amount of space of a file
Lossless - allow original image to be restored. no data is lost, but the file size cannot be compressed as much (spot patterns in the code and replace them with shorter code)
Lossy - lose some data in the compression process. original cannot be restored, but compression is greater
Raw Data
data collected from all sorts of events. computers were made to help manage this.
How Computers Help Process Data
- Cleaning: removing corrupt data, flagging invalid data, helps clear out abbreviations made (Rd or Road)
- Filtering: different subsets can be identified to help ppl make meaning out of data
- Classifying: grouping data in large datasets by commonalities
- Bias: when data doesn’t represent all possibilities in the pool of available options
- Patterns
Correlation
correlation doesn’t mean one causes the other. just something that share similar characteristics
Scalability
ability to increase the capacity of a resource without having to go to a completely new solution, allowing the resource to continue to operate at acceptable levels when increased capacity is added.
Metadata
data that describes data:
- Date
- Time
- Author
- File Size
- File Type