Data Science and Machine Learning (Theory and Projects) A to Z - Seaborn for Data Visualization: Seaborn Relplot

Data Science and Machine Learning (Theory and Projects) A to Z - Seaborn for Data Visualization: Seaborn Relplot

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial introduces scatter plots using Seaborn with the Iris dataset. It demonstrates how to create a basic scatter plot between sepal length and width, and how to customize it by adjusting figure size and adding categories using hue and style. The tutorial also discusses the limitations of pair plots and suggests using relationship plots for more customization options. The video concludes with a preview of more Seaborn features in upcoming videos.

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5 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What function in Seaborn is used to create a scatter plot between two variables?

barplot

relationship plot

pairplot

heatmap

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which dataset is used in the video to demonstrate scatter plots?

CIFAR-10 dataset

Titanic dataset

Iris dataset

MNIST dataset

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

How can you differentiate data points by categories in a Seaborn scatter plot?

By using the 'alpha' parameter

By using the 'size' parameter

By using the 'hue' parameter

By using the 'linewidth' parameter

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What additional feature can be added to scatter plots to distinguish between different species?

Using different line styles

Changing the background color

Adjusting the plot size

Using different marker styles

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which Seaborn plot does not support the 'style' parameter for customization?

heatmap

barplot

relationship plot

pairplot