Advanced ggplot2 Biological Data Visualization In R Allows You To Develop Your Data Visualization Skills In R Programming
Data visualization is the process of graphical representation of unstructured or structured data to display information hidden in the plots/graphs. The approach not merely used the visualization tools to present data in the form of graphs but also looking at the world from a graphical point of view.
R provides various packages to analyze biological datasets. The ggplot2 package of R provides various functions to create different graphs, allows modification, annotation and much more.
In this course you’ll learn various concepts to write R scripts and programs to generate publication-ready and high quality graphical plots of biological datasets to visualize, analyze and compare the datasets in a more insightful way.
Joining and learning from the Advanced ggplot2 Biological Data Visualization in R can enhance your biological programming career by learning through various useful & informative pre-recorded lectures on various ggplot2 functions to create interactive plots on biological datasets.
What Will You Learn?
- Biological Data Visualization
- Frequency Plots
- Bar Chart
- Limitations and Scaling
- Visualization Manipulations
- Phylogenetic Tree Visualization
- Visualizations in High Resolution
- Volcano Plot
Data Visualization: ggplot2
Introduction to ggplot2 for Biological Datasets10:46
ggplot2: Key components08:26
ggplot2: Human Mitochondrial Proteome & Aesthetics (Size, Shape, Color)26:06
ggplot2: Facetting of Human Genome22:25
ggplot2: Smooth Out the Biological Data08:43
ggplot2: Boxplots for Human Mitochondrial Proteome07:56
ggplot2 :Histograms for Human Mitochondrial Pattern Finding06:02
ggplot2: Frequency Plots for Human Mitochondrial Information Frequency Mining06:13
ggplot2: Bar Charts Human Mitochondrial Knowledge Mining10:43
ggplot2 – Scaling and Limiting Data Visualization03:53
ggplot2 – Changing Labels and Finalizing Visualization08:42
ggtree – Phylogenetic Tree Visualization05:41
ggsave – Saving the Visualizations in High Resolution04:45
Volcano Plot Visualization – Finding Differentially Expressed Genes08:36
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