Kaggle and Titanic Disaster Survivor Prediction

Kaggle is an online community of Data Scientists, ML Engineers and MLOps champions who come together to explore creating models and technical solutions to popular real-world problems. Kaggle competitions focus on finding solutions to these popular problems to advance the collective community’s knowledge and capabilities.

On April 15, 1912, the RMS Titanic sank after colliding with an iceberg. There were not enough lifeboats for everyone on board, resulting in the death of 1,502 out of 2,224 passengers and crew. There was some element of luck involved in surviving, but some groups of people were more likely to survive than others. The notebook you will work with is based on a Kaggle project which uses Machine Learning to create a model that predicts which passengers survived the Titanic shipwreck. This course is a self-service exploration of this problem solved using a Jupyter notebook and Kubeflow Pipelines.