Data analysis using R

The 'Data analysis using R' course (50 hours in total) is aimed at MSc and PhD biology students that haven't had any/minimal previous experience with programming. Find the playlist here

The following topics are discussed:

Lecture 1 - History and Introduction
Lecture 2 - More introduction
Lecture 3 - Data
Lecture 4 - Descriptive statistics
Lecture 5 - Plots Plots Plots
Lecture 6 - Statistical testing
Lecture 7 - Algorithms and functions
Lecture 8 - Creating an R package
Lecture 9 - Introduction to Regression
Lecture 10 - Mixed Model analysis
Lecture 11 - Generalized linear models

There is also an additional lecture where I analyze a data set contributed by a student of the course. This lecture is called 'Fishy Data'.