
Day1: Foundations & Data
· What is Python?
· Why Python in hospitals?
· Virtual environments
· Basic syntax
· Variables & data types
· Lists & dictionaries
· Control structures
· Functions
· Why visualization matters in healthcare
Day2: AI & Machine Learning in Healthcare
· Supervised vs Unsupervised learning
· Model interpretation in healthcare
· Clinical application examples
· What are neural networks?
· Predicting diabetes risk
· TensorFlow vs PyTorch
· Medical imaging use cases