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Specialized Series
Learning Analytics
This series contains code and insights based on the Introduction to Statistical Learning book that you can use to level up your modelling skills.
Moreover, other topics regarding visualization and data engineering are covered.
The content within is considered intermediate level,
there are plenty of short guides out there.
Work In Progress
Rstats
On the other hand, this series introduces procedures with the all mighty data.table package for Data Wrangling and the well-rounded & production-ready mlr3 for Machine Learning.
On the visualization side I’ll focus on interactive plots as ggplot2 has tons of material. Packages such as highchrter and plotly will be covered.
Work In Progress