Skip to main content
Back to top
Ctrl
+
K
Search
Ctrl
+
K
Data Science and AI for Medicine Training School 2026
Preparation
Prepare Your Computer
Day 1
Python: Basics and Tools Review
JupyterLab and Jupyter Notebooks
AI Assistant in Jupyter
Python Basics Review
Data Handling and Preprocessing
Introduction to pandas
Data cleaning for tabular clinical data
Data Transformation
Machine Learning: Introduction and Basics
Regression with scikit-learn
RandomForest with scikit-learn
Clustering with scikit-learn
Dimensionality reduction with scikit-learn
Day 2
Research Data Management in Medicine
Deep Learning: Introduction and Basics
Neural Network with PyTorch
Convolutional Neural Network Cats vs. Dogs Classifier
Autoencoders for RNA-seq data
Autoencoders for RNA-seq data
Long Short-Term Memory models for ECG data
Long Short-Term Memory models for ECG data
CNNs for radiology images
CNNs for radiology images
Explainability of ML/DL Models
Explainability of ML Models with SHAP
Day 3
Machine Learning on Tabular Data
Comprehensive Exercise on Segmentation Analysis
Comprehensive Exercise on Segmentation Analysis - Solution
Deep Learning - Large Language Models
Information
Code of Conduct
Contributing
Imprint
Repository
Open issue
Index
