Pinned Repositories
hands-on-machine-learning-R-module-1
insurance-analytics
Lecture sheets and R tutorials for coursework on data science for insurance
intro-R-book
katrienantonio.github.io
Loss-Models
Computer labs for Loss Models course at KU Leuven
loss-models-2020
Computer labs for the Loss Models course taught in academic year 2020 - 2021 at KU Leuven.
mortality-dynamics
PE-pricing-analytics
Half day workshop covering insurance pricing with GAMs, GLMs, trees and clustering.
Risk-modelling-in-insurance
Computer labs for Risk modelling in insurance course at University of Ljubljana
workshop-loss-reserv-fraud
Course material for a workshop on loss modelling, reserving and insurance fraud analytics
katrienantonio's Repositories
katrienantonio/PE-pricing-analytics
Half day workshop covering insurance pricing with GAMs, GLMs, trees and clustering.
katrienantonio/workshop-loss-reserv-fraud
Course material for a workshop on loss modelling, reserving and insurance fraud analytics
katrienantonio/mortality-dynamics
katrienantonio/loss-models-2020
Computer labs for the Loss Models course taught in academic year 2020 - 2021 at KU Leuven.
katrienantonio/hands-on-machine-learning-R-module-1
katrienantonio/katrienantonio.github.io
katrienantonio/insurance-analytics
Lecture sheets and R tutorials for coursework on data science for insurance
katrienantonio/intro-R-book
katrienantonio/Loss-Models
Computer labs for Loss Models course at KU Leuven
katrienantonio/workshop-ML
Course material for a three day workshop on Machine Learning in R
katrienantonio/hands-on-machine-learning-Python-module-1
Landing page for Module 1 of the Hands-on ML with Python workshop
katrienantonio/hands-on-machine-learning-Python-module-2
Landing page for a hands-on workshop on tree-based predictive modeling in Python
katrienantonio/hands-on-machine-learning-Python-module-3
Landing page for a hands-on workshop on tree-based predictive modeling in Python
katrienantonio/MultiMoMo
katrienantonio/ReIns
Functions from the book "Reinsurance: Actuarial and Statistical Aspects"
katrienantonio/hands-on-machine-learning-R-module-2
katrienantonio/hands-on-machine-learning-R-module-3
katrienantonio/lectures
Lecture notes for EC 607
katrienantonio/ML_course
EPFL Machine Learning Course, Fall 2019
katrienantonio/PE-Programming-R-for-data-science
katrienantonio/PE-working-with-R-half-day
A half day introductory workshop: learning R by doing!
katrienantonio/sevtree
Claim severity modeling with tree-based machine learning methods
katrienantonio/APC-workshop-Productontwikkeling
An introduction to R - taught in the APC module Productontwikkeling, University of Amsterdam.
katrienantonio/APC_pricing_case
katrienantonio/data-science-meetup-Leuven
Talk given at the December 2019 edition of Data Science Meetup in Leuven.
katrienantonio/hirem
hrm package for R
katrienantonio/maidrr
Model-Agnostic Interpretable Data-driven suRRogate
katrienantonio/treeML
Boosting insights in insurance tariff plans with tree-based machine learning methods
katrienantonio/werkt-U-al-met-R
3h introductory workshop to R and RStudio, oriented to actuaries
katrienantonio/workshop-R
A two day R workshop covering basic and advanced functionalities