Advanced Visualizations & Dashboards: Visualization Using R
Data Visualization
| Intermediate
- 11 Videos | 34m 41s
- Includes Assessment
- Earns a Badge
Discover how to build advanced charts by using Python and Jupyter Notebook for data science in this course, which explores R and ggplot2 visualization capabilities and how to build charts and graphs with these tools. Key concepts in this course include different types of charts that can be implemented and their relevance in data visualization; how to create a stacked bar plot; how to create Matplotlib animations; and how to use NumPy and Plotly to create interactive 3D plots in Jupyter Notebook. Learners are shown the graphical capabilities of R from the perspective of data visualization; how to build heat maps and scatter plots using R; and how to implement correlogram and build area charts using R. Next, you will explore ggplot2 capabilities from the perspective of data visualization; learn how to build and customize graphs by using ggplot2 in R; and how to create heat maps, a representation of data in form of a map or diagram. Finally, learn to create scatter plots and create area charts with R.
WHAT YOU WILL LEARN
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list the different types of charts that can be implemented and their relevance in data visualizationdemonstrate how to create a stacked bar plotcreate Matplotlib animationsuse NumPy and Plotly to create interactive 3D plots in Jupyter Notebooklist graphical capabilities of R from the perspective of data visualization
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build heat maps and scatter plots using Rimplement correlogram and build area charts using Rrecognize ggplot2 capabilities from the perspective of data visualizationbuild and customize graphs using ggplot2 in Rcreate heat maps using R, create scatter plots using R, and create area charts using R
IN THIS COURSE
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1.Course Overview1m 40sUP NEXT
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2.Chart Types4m 24s
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3.Stacked Bar Plot1m 59s
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4.Animate Plots with Matplotlib4m 45s
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5.Plotting in Jupyter Notebook2m 47s
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6.Graphics in R2m 44s
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7.Heat Map and Scatter Plot in R2m 56s
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8.Correlogram and Area Chart in R4m 38s
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9.ggplot2 Capabilities3m 13s
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10.Customize ggplot2 Graphs3m 41s
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11.Exercise: Creating Heat Maps and Scatter Plots1m 54s
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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