Data Science and Machine Learning with R - Getting Started with Data Visualization in R

Data Science and Machine Learning with R - Getting Started with Data Visualization in R

Assessment

Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Hard

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The video tutorial introduces Ggplot2, a data visualization package in R, and demonstrates how to create a basic plot using the MPG dataset. It covers data exploration techniques using Dplyr and SkimR, providing insights into data structure and summary. The tutorial explains the creation of a Ggplot object, mapping variables to aesthetics, and adding layers to define plot types, such as scatter plots. The focus is on understanding the mechanics of data visualization in R, preparing for more advanced topics in future videos.

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4 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the purpose of the Skim R package as mentioned in the video?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Discuss the importance of aesthetics in Ggplot 2 visualizations.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the role of the 'geom_point' function in Ggplot 2?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

How can you modify the data parameter in a Ggplot 2 plot?

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