Data analysis using R (2022)
11 videos • 24,241 views • by Danny Arends This 50-hour lecture series is a great resource for any (biology) student who wants to learn how to use R for data analysis and visualization. The course is designed for students with none or minimal experience with programming. Lecture materials such as presentations, assignments, and answers are available and linked below each video. The lecture series was originally taught online during the summer semester of 2022 at the Humboldt-Universität zu Berlin. The lectures cover the following topics: ● History and introduction to R ● Variables, control structures, and functions ● Dealing with data ● Descriptive statistics in the R ● Create Base R plots ● Statistical Testing ● Algorithms and Advanced Functions ● Regression & Linear models ● Linear Mixed Models (LMMs) ● Common idioms in R ● Creating an R package Thanks for taking an interest in my channel 😄If you've made it this far down, support me by giving a like and/or subscribing. Join me during my live streams Here or on Twitch @ https://www.twitch.tv/dannyarends #lectures #datascience #programming #education #rstats #rforbeginners #datavisualization #algorithms #linearalgebra