Modeling Techniques Flashcards
1
Q
text mining and nlp
A
extracts insights from unstructured text data
2
Q
clustering algorithms
A
partitions data into groups based on similarity
3
Q
bayesian methods
A
estimates event probability based on prior knowledge
4
Q
classification algorithms
A
classifies data into predefined categories
5
Q
statistical modeling
A
uses regression, time-series, anova for predictions
6
Q
anomaly detection
A
identifies unusual patterns or outliers in data
7
Q
regression analysis
A
models relationship between dependent and independent variables
8
Q
time-series analysis
A
analyzes data collected over time for patterns
