Algorithms & Functions - Lecture 7 - Data analysis using R

Learn more about the theory behind writing code. We'll discuss what is an algorithm is, and how to write good functions in R. Furthermore, we'll dive into the world of (in)direct recursion, the recursion invariant, recursion limits, and take a look at higher order functions in the R programming language. Lectures: https://dannyarends.nl/rlectures/ Assignments and Answers: https://dannyarends.nl/r2022/ Playlist: https://www.youtube.com/playlist?list=PLhR2Go-lh6X4fCAa3c_TBAjZD5A25s7fo Chapters: 00:00:00 - Sound check and introduction 00:04:33 - Answers to Assignments Lecture 6 01:09:24 - Break 1: Alligator gifs 01:16:26 - Overview Lecture 7: Algorithms and Functions 01:19:52 - Some words about practicing 01:24:06 - Additional assignments & Cheat sheet for R 01:27:02 - Algorithms and State Diagrams 01:39:25 - Classification of Algorithms 01:48:03 - Introduction of Design Patterns 01:52:24 - Examples of Design Patterns 02:09:15 - Break 2: Squirrel gifs 02:15:41 - Function Scope in R 02:27:11 - Recursive functions in R (with Example) 02:40:26 - Infinite Recursion and the invariant 02:42:58 - Indirect Recursion in R (with Example) 02:49:27 - Advanced Functions in R 02:54:14 - Lecture Summary / Overview 02:56:43 - Questions and Fibonacci numbers by iteration Thanks for taking an interest in my channel 😄If you've made it this far down, support me by giving a like or subscribing. Join me during my live streams Thursday afternoons on YouTube or follow me on Twitch @ https://www.twitch.tv/dannyarends #rlanguage #programmingforstudents #lectureseries #statistics #introduction #livestream #liveeducation #educationalvideos #education #assignments #cleancode #lectures #playlist #course #msc #phd #english #englishstream #statisticsfordatascience #academia #academicyoutube #recursion #algorithms #statediagrams #functionscope #infinite #fibonacci #designpatterns #practicepracticepractice #classification #advancedfunctions #higherorderfunctions