MLA FA Flashcards
Which is not true about Machine Learning?
Enable computers to operate autonomously with explicit programming.
Data reduction is a data cleansing technique.
FALSE
Rule-based algorithms: Condition
Machine Learning: _________.
MODEL
Which data preprocessing task is the most time consuming?
Data cleaning
Reducing noise in data is a feature engineering technique.
FALSE
Movie ratings, Military rank are samples of:
Nominal data
Sorting out missing data is a data cleansing technique.
TRUE
Machine Learning is a field of study concerned with giving computers the ability to ________ without being explicitly programmed.
LEARN
A nominal data is:
Qualitative
Based on the ML application table scenario, when rule complexity is simple and problem scale is large, ML application is:
Rule-based Algorithms
Temperature range is a sample of:
Continuous data
In EDA, this process identifies unusual data points. __________
OUTLIER DETECTION
Dataset is divided into _______ set and test set.
TRAINING
A continuous data is:
Quantitative
ML is a research field at the intersection of _________, artificial intelligence, and computer science.
STATISTICS
