# AML at Karlsruher Institut für Technologie

## Flashcards and summaries for AML at the Karlsruher Institut für Technologie

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## Study with flashcards and summaries for the course AML at the Karlsruher Institut für Technologie

### Exemplary flashcards for AML at the Karlsruher Institut für Technologie on StudySmarter:

Bug Data Characteristics

Volume

Velocity

Variety

Veracity

Value

### Exemplary flashcards for AML at the Karlsruher Institut für Technologie on StudySmarter:

ML vs statistics

Random variable

Variable types

### Exemplary flashcards for AML at the Karlsruher Institut für Technologie on StudySmarter:

Nominal variables

### Exemplary flashcards for AML at the Karlsruher Institut für Technologie on StudySmarter:

Binary variables

### Exemplary flashcards for AML at the Karlsruher Institut für Technologie on StudySmarter:

Ordinal variables

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## Exemplary flashcards for AML at the Karlsruher Institut für Technologie on StudySmarter:

AML

Bug Data Characteristics
Volume
Velocity
Variety
Veracity
Value

AML

Volume
Volume refers to the amount of Data generated every Second

AML

Velocity
Velocity refers to the Speed at which the Data are generated every day

AML

Variety
Types of Data can je categorized into structured, semi structured and unstructured

AML

Veracity
Veracity is the quality of the data, how accurate are the captured Data and how much noise exist in the data

AML

Value
The large amount of Data are useless, nur it could be Turned into value

AML

ML vs statistics
Focus in predictions vs Focus on the undestanding and Hypothese Testing

Algorithmus based vs Model based

No Hypothese and Data are already collected vs First Hypothese then collect the Data

AML

Random variable
A random variable assigns a real number to wach outcomes of the random Test

AML

Variable types
Nominal

Binary

Ordinal

Numeric

AML

Nominal variables
Are names of Things or symbols.
No Order or mathematical Operations

AML

Binary variables
Nominal variables with only two categories

AML

Ordinal variables
Variables with meaningfull Order, But Intervalls are unknown

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