Create a computer vision system using decision tree algorithms to solve a real-world problem : Introduction to Seaborn

Create a computer vision system using decision tree algorithms to solve a real-world problem : Introduction to Seaborn

Assessment

Interactive Video

Information Technology (IT), Architecture, Mathematics

University

Hard

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The video tutorial introduces Seaborn, a visualization library that enhances Matplotlib's aesthetics and offers additional plot types. It covers loading data into a Jupyter Notebook, creating initial visualizations with Matplotlib, and then using Seaborn to improve these visuals. The tutorial explores Seaborn's unique plots like distplot, pairplot, scatter plot, joint plot, and heatmap, demonstrating their use in data exploration. A hands-on challenge encourages viewers to apply these techniques to explore relationships in data.

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10 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is Seaborn and how does it relate to Matplotlib?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the process of loading a CSV file in a Jupyter notebook.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the purpose of using value counts in a DataFrame?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain how Seaborn enhances the visual appeal of Matplotlib plots.

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

What insights can be gained from a pair plot in Seaborn?

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6.

OPEN ENDED QUESTION

3 mins • 1 pt

How does a joint plot differ from a scatter plot?

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7.

OPEN ENDED QUESTION

3 mins • 1 pt

Discuss the significance of box plots and swarm plots in data visualization.

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