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

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

Assessment

Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Hard

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The video tutorial introduces Seaborn's data visualization capabilities, focusing on joint and pair plots. It explains how joint plots display the distribution of two variables with kernel density estimates and heat maps. Pair plots are discussed for visualizing distributions and correlations between multiple attributes. The video concludes with a preview of the next tutorial on iris data.

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2 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe how the color intensity in a heat map relates to the density of data points.

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How can the visualization of classification data enhance the understanding of joint distributions?

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