H3PythonAdvanced
Titanic Survival Analysis
The Titanic dataset is the "hello world" of machine learning — and for good reason. It's small, human, and full of teachable structure: who survived the 1912 disaster, and why?
Notebook
Enrol to read the notebook and download it to run.
What this module covers
The Titanic dataset is the "hello world" of machine learning — and for good reason. It's small, human, and full of teachable structure: who survived the 1912 disaster, and why?
By the end of it
- What passenger characteristics were associated with survival?
- Can we engineer useful features from raw fields (title from name, family size, etc.)?
- Which model predicts survival best, evaluated honestly on held-out data?
- What does the model say drove survival?