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Random Number Generation (An Overview)

In this video, I explain how random number generation works. I start off by explaining how randomness can either come from the real world or be generated using math, and then give an overview of the mathematical algorithms that can be used to do it. Although this was a video I’m pretty happy with, I wish I could’ve made more visually appealing graphics (because most of them were only numbers) and had a more consistent-sounding voiceover (because I was sick for part of the editing process). There wasn’t much I could do though (._. ) TABLE OF CONTENTS: • (0:00) Intro • (0:50) Categories of Random Number Generators • (2:19) Creating a Simple PRNG • (3:48) Properties of a Good PRNG • (5:51) Creating a Proper PRNG CORRECTIONS: • (7:21) Clarification: This is still a PRNG, I just said "RNG" because I meant for the "pseudo" to be implied. SOURCES: • (1) Basic RNG info http://www.columbia.edu/~ks20/4106-18... • (2) More RNG info https://courses.physics.illinois.edu/... • (3) Even more RNG Info https://www.howtogeek.com/183051/htg-... • (4) Wikipedia article https://en.wikipedia.org/wiki/Random_... • (5) LearnC++'s RNG lesson https://www.learncpp.com/cpp-tutorial... • (6) Tom Scott's video    • The Lava Lamps That Help Keep The Int...   • (7) List of Random Number Generators https://en.wikipedia.org/wiki/List_of... • (8) Mersenne Twister description https://en.wikipedia.org/wiki/Mersenn... • (9) Essential properties of a RNG http://www.new-npac.org/projects/cdro... • (10) How Computers Generate Random Numbers https://www.freecodecamp.org/news/ran... • (11) Excel's RAND Function https://support.microsoft.com/en-us/o... • (12) C++ std::minstd_rand http://www.cplusplus.com/reference/ra... MUSIC: • (0:00 - 2:16) Minecraft OST - Wending • (2:20 - 3:46) Sonic Mania OST - Hydrocity Zone Act 2 • (3:48 - 7:26) Terraria Calamity OST - Infestation • (Outro) DM Dokuro - raincloud’s slumber SOFTWARE: • Audio Recording: Audacity https://www.audacityteam.org/ • Screen Recording: OBS https://obsproject.com/ • Image Editing: GIMP https://www.gimp.org/ • Video Editing: HitFilm Express https://fxhome.com/express