Luca Scrucca's repositories
COVID-19-IT
Statistical Modelling of COVID-19 Outbreak in Italy
BDA_course_Aalto
Bayesian Data Analysis course at Aalto
c-cpp-notes
Lecture notes and example code for teaching C & C++
covid-19-excess-deaths-tracker
Source code and data for The Economist's covid-19 excess deaths tracker
covid19-r
Collection of analyses, packages, visualisations of COVID-19 data in R
data-science-in-tidyverse
Materials for Data Science in the Tidyverse, a two-day workshop @ rstudio:conf(2019)
distribution_diagrams
R-script for generating canonical diagrams of distributions to be used to describe Bayesian hierarchical models.
fiveMinuteStats
A repo of short "vignettes" illustrating statistical concepts
h2o-tutorials
Tutorials and training material for the H2O Machine Learning Platform
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Hidden-Markov-Random-Fields
Implementation of HMRF in Python
Learning-R-Resources
Here you can find a list of resources that have and continue helping me in my process of learning/ teaching R.
magpi_ita
Traduzioni di MagPi in italiano, by RaspberryItaly.com
math_cheatsheet
Formulas, definitions, and other math stuff I have had to look up, find out, and write down
nord-rstudio
Nord for RStudio
prob-stats
Probability and Statistics: a simulation-based introduction. An open-access book.
ProgrammingNotes
My personal notes on various programming languages and tools
rmarkdown-factsheets
Resources and tools for creating and iterating Urban Institute branded PDFs with R Markdown
RStartHere
A guide to some of the most useful R Packages that we know about
stat479-machine-learning-fs18
Course material for STAT 479: Machine Learning (FS 2018) at University Wisconsin-Madison
Stats_in_Sports_2021
Materials for the Statistics in Sports class for first-year undergrads
teach-r-online
Materials for the Teaching statistics and data science online workshops in July 2020
workshop-dataviz-fsu
Workshop on advanced data visualization in ggplot2, taught at the Florida State University Summer Methods School (May 2019).