Advanced ggplot2 Biological Data Visualization in R

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About This Course

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.

Learning Objectives

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

Target Audience

  • The target audience for Advanced ggplot2 Biological Data Visualization course are biologists, beginner or intermediate Bioinformaticians or data analysts with no or little experience in Bioinformatics scripting and programming.
  • However, a superficial understanding of logic development for coding is expected from you before you join the course.
  • Bioinformatics is quite easy to get started in, even if you lack a proper understanding of the underlying concepts of Bioinformatics databases, servers, tools and the algorithms working behind them.

Curriculum

14 Lessons3h 29m

Data Visualization: ggplot2

Introduction to ggplot2 for Biological Datasets00:10:46
Exercise
ggplot2: Key components00:08:26
Exercise
ggplot2: Human Mitochondrial Proteome & Aesthetics (Size, Shape, Color)00:26:06
Exercise
ggplot2: Facetting of Human Genome00:22:25
Exercise
ggplot2: Smooth Out the Biological Data00:08:43
Exercise
ggplot2: Boxplots for Human Mitochondrial Proteome00:07:56
Exercise
ggplot2 :Histograms for Human Mitochondrial Pattern Finding00:06:02
Exercise
ggplot2: Frequency Plots for Human Mitochondrial Information Frequency Mining00:06:13
Exercise
ggplot2: Bar Charts Human Mitochondrial Knowledge Mining00:10:43
Exercise
ggplot2 – Scaling and Limiting Data Visualization00:03:53
Exercise
ggplot2 – Changing Labels and Finalizing Visualization00:08:42
Exercise
ggtree – Phylogenetic Tree Visualization00:05:41
Exercise
ggsave – Saving the Visualizations in High Resolution00:04:45
Exercise
Volcano Plot Visualization – Finding Differentially Expressed Genes00:08:36
Exercise

Evaluation

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$17.49$24.99

30% off
Level
All Levels
Duration 3.5 hours
Lectures
14 lectures
Language
English

Material Includes

  • Step-by-step pre-recorded lectures
  • Learn any time, any where!
  • Transcription
  • Notes
  • Coding scripts
  • BioPresentations
  • Exercises
  • Automated Evaluations (MCQs)
  • 100% Authentic Certificate

Enrolment validity: 30 days

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