Which of the Following Statements A), B) or C) Is

question 50

Multiple Choice

Which of the following statements a) , b) or c) is false?

• A) Unsupervised machine learning and visualization can help you get to know your data by finding patterns and relationships among unlabeled samples.
• B) Using Matplotlib, Seaborn and other visualization libraries, you can plot datasets with two or three variables using 2D and 3D visualizations, respectively.
• C) In the Digits dataset, every sample has 64 features (and a target value), so there is no way to visualize the dataset.
• D) All of the above statements are true.

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Definitions:

Degree of Urbanization

A measure that denotes the proportion of a population living in urban areas as compared to rural areas.

Urban Area

A geographic area with a high population density and infrastructure of built environment, characterized by human structures such as roads, bridges, buildings, and other urban features.

Total Fertility Rate

measures the average number of children a woman would have over her lifetime, based on current birth rates, which is a key indicator of population growth potential.

Rural Areas

Regions characterized by low population density, agricultural or natural landscapes, and often a lack of large-scale infrastructure.