Data Science and Machine Learning (Theory and Projects) A to Z - Matplotlib for Data Visualization: Matplotlib 3D Scatte

Data Science and Machine Learning (Theory and Projects) A to Z - Matplotlib for Data Visualization: Matplotlib 3D Scatte

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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7 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the first step in setting up a 3D scatter plot using matplotlib?

Generate random data points

Set the marker style

Define the figure and set the projection to 3D

Choose the color of the plot

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

When generating random data for a 3D scatter plot, what parameters are specified for the normal distribution?

Mean and standard deviation

Mean and median

Variance and range

Mode and standard deviation

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

How can you change the appearance of points in a 3D scatter plot?

By changing the axis labels

By altering the data source

By adjusting the color and marker style

By modifying the plot title

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the purpose of setting an alpha value in a scatter plot?

To set the color of the points

To modify the shape of the points

To change the size of the points

To adjust the transparency of the points

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which property is NOT typically adjusted when customizing a 3D scatter plot?

Color

Alpha value

Data source

Marker style

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is a key advantage of 3D plotting in matplotlib?

It uses fewer resources

It automatically generates labels

It requires less data

The setup is similar to 2D plotting

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the next topic to be covered after 3D scatter plots in the video series?

Bar charts

2D line plots

3D surface plots

Pie charts