Here is the tentative outline and schedule for the training. Feel free to make suggestion on how to improve it.
Meeting | Date | Topics | Subtopic | Materials | R Codes | Datasets | Further Readings |
---|---|---|---|---|---|---|---|
01 | Thu, Nov 4, 21 | Introduction |
R interface Rstudio walkthrough |
Introduction | Introduction | A Step Towards Statistical Analysis in R | |
02 | Thu, Nov 11, 21 | Introduction |
R Basics |
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03 | Thu, Nov 18, 21 | Introduction |
Packages and Package installation RMarkdown |
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04 | Thu, Nov 25, 21 | Basic Data Manipulation |
Data import Data export |
Data Manipulation | Data Manipulation |
description.csv data.csv data.xlsx |
|
05 | Thu, Dec 2, 21 | Break | |||||
06 | Thu, Dec 9, 21 | Break | |||||
07 | Thu, Dec 16, 21 | Break | |||||
08 | Thu, Dec 23, 21 | Break | |||||
09 | Thu, Dec 30, 21 | Break | |||||
10 | Thu, Jan 6, 22 | Break | |||||
11 | Thu, Jan 13, 22 | Break | |||||
12 | Thu, Jan 20, 22 | Basic Data Manipulation |
Data export Data merging |
Data Manipulation | Data Manipulation |
description.csv data.csv data.xlsx |
|
13 | Thu, Jan 27, 22 | Basic Data Manipulation |
Introduction to tidyverse Data types (numeric, characters, strings, factors and dates) Data cleaning Data manipulation (filtering, selection, creating variables, etc) |
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14 | Thu, Feb 3, 22 | Data visualization |
Introduction to ggplot Graphing template Geometric objects Facets Statistical summaries Colouring and filling Coordinates |
Data Manipulation | Data Manipulation |
description.csv data.csv data.xlsx |
The Layered Grammar of Graphics |
15 | Thu, Feb 10, 22 |