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Classroom Contents
DataFrames.jl 1.0 Tutorial - Introduction and Advanced Functionalities
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- 1 Welcome!
- 2 First round of questions https://pigeonhole.at/DATAFRAME
- 3 Clone the repository
- 4 More questions
- 5 Pkg.instantiate()
- 6 Start notebook
- 7 Questions
- 8 Statistical prerequisites (start of notebook)
- 9 Load packages
- 10 More questions
- 11 Resume tutorial (cell 5)
- 12 Transformation mini language (cell 7)
- 13 Questions
- 14 Break
- 15 Resume questions
- 16 Resume tutorial ("Exploratory data analysis" / cell 10)
- 17 Building a predictive model
- 18 Break
- 19 Questions
- 20 Advanced DataFrames.jl functionalities: bootstrapping example (cell 32)
- 21 plot with error bars (cell 44)
- 22 Redo using Bootstrap.jl (cell 45)
- 23 Unnesting (cell 50)
- 24 Reordering columns (cell 51)
- 25 Sorting on custom function (cell 53)
- 26 Questions
- 27 Summary
