Advanced ggplot2 Biological Data Visualization in R

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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.

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What Will You Learn?

  • Introduction
  • Biological Data Visualization
  • Boxplot
  • Histograms
  • Frequency Plots
  • Bar Chart
  • Limitations and Scaling
  • Visualization Manipulations
  • Phylogenetic Tree Visualization
  • Visualizations in High Resolution
  • Volcano Plot
  • Heatmap

Course Content

Data Visualization: ggplot2

  • Introduction to ggplot2 for Biological Datasets
    10:46
  • ggplot2: Key components
    08:26
  • ggplot2: Human Mitochondrial Proteome & Aesthetics (Size, Shape, Color)
    26:06
  • ggplot2: Facetting of Human Genome
    22:25
  • ggplot2: Smooth Out the Biological Data
    08:43
  • ggplot2: Boxplots for Human Mitochondrial Proteome
    07:56
  • ggplot2 :Histograms for Human Mitochondrial Pattern Finding
    06:02
  • ggplot2: Frequency Plots for Human Mitochondrial Information Frequency Mining
    06:13
  • ggplot2: Bar Charts Human Mitochondrial Knowledge Mining
    10:43
  • ggplot2 – Scaling and Limiting Data Visualization
    03:53
  • ggplot2 – Changing Labels and Finalizing Visualization
    08:42
  • ggtree – Phylogenetic Tree Visualization
    05:41
  • ggsave – Saving the Visualizations in High Resolution
    04:45
  • Volcano Plot Visualization – Finding Differentially Expressed Genes
    08:36

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