Tag archives: ICRAF_useR

Data visualization with ggplot2 for intermediate and advanced users

Last update on Feb. 10, 2020.



Presenter: Tor Vagen




Presentation Materials:




 

Introduction to data visualization with ggplot2

Last update on Jan. 20, 2020.



Presenter: Jason Kinyua




Presentation Materials:



Data manipulation in R

Last update on Jan. 15, 2020.



Presenter: Parmutia Makui





Presentation Materials:


In this seminar you will learn about data manipulation using the tidyverse package dplyr

ICRAFUseR: Introduction_Reading_data_into_R

Last update on Nov. 21, 2019.





Presenter: Aida Bargues Tobella



Presentation Recording:



Presentation Materials:


Download script here


Download the Data folder

ICRAFUseR: Introduction to Machine Learning in R

Last update on Nov. 11, 2019.

  • Sebastian Palmas
  • Kevin Oluoch

This is hands-on workshop is meant to introduce you to the basics of machine learning in R: more specifically, it will show you how to use R to work well known machine learning algorithms, including unsupervised (k-means clustering) and supervised methods (such as k-nearest neighbours, SVM, random forest).

There is ...

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ICRAFUseR: Introduction to R

Last update on Oct. 25, 2019.

Presenter: Faith Musili

Topics Covered:

  • What is R Programming language?
  • Why Learn R?
  • Who uses R?
  • R communities and groups
  • What is Rstudio?
  • Where to start
  • R packages
  • Data types in R
  • Good Practices when programming in R
  • Basic R

Presentation Materials:


ICRAFUseR: Introduction to mixed effects models in R

Last update on Oct. 15, 2019.


Tor-G. Vagen