JULIA SCIENTIFIC PROGRAMMING TUTORIALS by Dr. Juan Klopper - University of Cape Town
Channel: F-Course
Date: 2021-04-04

Julia is a high-level, high-performance, dynamic programming language. While it is a general-purpose language and can be used to write any application, many of its features are well suited for numerical analysis and computational science [1].
This video is a series of tutorials where you will learn and practice codding with the Julia programming language.
Contents:
0:00:00 - 1 Julia Language Database JuliaDB
0:13:55 - 2 Selections in JuliaDB
0:19:20 - 3 Reductions in JuliaDB
0:23:56 - 4 Grouping in JuliaDB to calculate descriptive statistics
0:29:06 - 5 Joining two tables in JuliaDB
0:36:18 - 6 Importing a csv file in JuliaDB
0:39:55 - 7 Gradient descent tutorial using Julia code
1:54:38 - 8 Julia Statistics Package
2:16:06 - 9 Julia for medical statistics 2020 edition
3:45:48 - 10 Julia plots using VegaLite
4:23:08 - 11 Julia environments
4:31:00 - 12 How to use Pluto notebooks and set Julia environments
4:55:16 - 13 Complex numbers introduction using Julia
5:46:29 - 14 Introduction to Euclidean vector spaces with Julia
Check out Dr. Juan Klopper channel at https://www.youtube.com/user/Jhklopper
Reference
[1] https://en.wikipedia.org/wiki/Julia_(programming_language