Lectures
Lecture 8
... in which we venture into the unknown to show an example data analysis, gather more data with webscraping and build a small app.
Lecture 7
... in which we hear Stories of Warplanes, Correlation and Regression and explore the Datasaurus Dozen.
Lecture 6
... in which we explore continuous distributions with spotify data, find out about the central limit theorem and related statistical tests and become N-dimensional whale sharks.
Lecture 5
... in which we reason about the nature of randomness and discover various statistical tests.
Lecture 4
... which is all about functions, bringing the whole tidyverse together and exploring advanced dplyr data wrangling techniques.
Lecture 3
... in which we explore the concept of Tidy Data, learn more advanced data wrangling techniques and get a sneak peak at iteration.
Lecture 2
... in which we explore the typical data analysis workflow with the tidyverse, wrangle different kinds of data and learn about factors.
Lecture 1
... in which we get started with R and RStudio, explore the basic structures and operations of R and build our first plot by discovering a Grammar of Graphics.