Adv. Stat. Topics B
Overview
Programme
Modules
Network analysis
Causal discovery
Bayesian statistics
PCA and PLS
Datasets
Neural networks and deep learning
To read:
Chapter 18 as well as Seyednasrollah et al. (2017):
“A DREAM Challenge to Build Prediction Models for Short-Term Discontinuation of Docetaxel in Metastatic Castration-Resistant Prostate Cancer”
Introduction to supervised machine learning
Neural networks
Deep learning
Slides
lecture 1
,
lecture 2
,
lecture 3
,
lecture 4
, and
lecture 5
Exercises
Exercises
part 1
,
part 2
,
part 3
, and
part4
2024