From d8a4b5cdac24c0ccccce8a1fad5ada8b91211756 Mon Sep 17 00:00:00 2001 From: Andy2K11 Date: Fri, 22 Jul 2022 14:13:32 +0100 Subject: [PATCH] Added video timestampts for stats with julia... --- ...tatistics-with-Julia-from-the-ground-up.md | 37 +++++++++++++++++++ 1 file changed, 37 insertions(+) create mode 100644 videos/Statistics-with-Julia-from-the-ground-up.md diff --git a/videos/Statistics-with-Julia-from-the-ground-up.md b/videos/Statistics-with-Julia-from-the-ground-up.md new file mode 100644 index 0000000..b48343b --- /dev/null +++ b/videos/Statistics-with-Julia-from-the-ground-up.md @@ -0,0 +1,37 @@ +--- +Title: Statistics with Julia from the ground up | Workshop | JuliaCon 2021 +Speaker: Yoni Nazarathy +Link: https://youtu.be/IlPoU5Yr2QI +Code_Repo: https://github.com/yoninazarathy/JuliaCon2021-StatisticsWithJuliaFromTheGroundUp +Related: + - Title: Introduction to Julia with a focus on statistics (in Hebrew) | Yoni Nazarathy | JuliaCon 2022 + Link: https://youtu.be/2Dn9XbqKfGo +--- + +0:00 Intro Music +0:23 Welcome! +0:52 Housekeeping and Installation Instructions +4:10 Starting a Notebook +7:14 Related Resources +8:48 TOC and Workshop Setup +17:14 Interlude for Questions +18:06 Using the REPL +21:44 Interlude for Questions +22:17 Why Julia? +24:29 Ways to Run Julia - Pluto, IDE... +26:33 Key Resources +30:50 Interlude for Questions +34:43 What Do You `mean`? with Multiple Dispatch +1:05:22 Interlude for Questions +1:12:00 What Do You `mean`? with Broadcasting and Data Structures +1:34:12 Interlude for Questions +1:39:29 Something `rand` - The Monty Hall Problem +2:01:23 Interlude for Questions +2:07:38 Do You Still Miss R? So Just `RCall` +2:13:24 Some `Plots` +2:34:48 Interlude for Questions +2:40:53 Examples - Union Types, Basic Inference... +2:57:57 Conclusion and Final Questions +2:59:43 Outro Music + +> :warning: "Your favourite `Distribution`", "We love `DataFrames`", "Basic Machine learning" were not covered; sections 8 and 9 were briefly shown in the examples near the end