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Added video timestampts for stats with julia...
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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 | ||
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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 | ||
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> :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 |