How One Company is Empowering its Reserving Actuaries to Learn Machine Learning
practical considerations
machine learning
Neural Network Hyperparameters
research
deep learning
neural networks
python
talks
Neural Network Diagnostics
research
deep learning
neural networks
python
talks
How to run a basic neural network in Python: code explainer
research
deep learning
neural networks
python
talks
A practical introduction to using neural networks in reserving on individual claims data
research
deep learning
neural networks
python
talks
My Machine Learning in Reserving Journey
foundations
R
lasso
xgboost
random forest
mlr3
Machine learning: Reserving on triangles - Q & A
machine learning
research
R
ML modelling on triangles - a Python example
foundations
lasso
python
gbm
random forest
scikit-learn
Probabilistic Forecasting with Neural Networks Applied to Loss Reserving
literature review
neural networks
deep learning
A brief history of papers looking at using neural networks in reserving
literature review
neural networks
deep learning
Getting to grips with GLM, GAM and XGBoost
foundations
R
gam
glm
xgboost
ML modelling on triangles - a worked example
foundations
lasso
xgboost
random forest
mlr3
R
SynthETIC
R
data
foundations
simulation
Reserving using machine learning - an advanced example in R (Part 3)
machine learning
talks
data
literature review
R
Reserving using machine learning - an advanced example in R (Part 2)
machine learning
talks
data
literature review
R
Reserving using machine learning - an advanced example in R (Part 1)
machine learning
talks
data
literature review
R
My Top 10 R Packages for Data Analysis
foundations
R
machine learning
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