Link to original repository: https://github.com/JLaoo/DSS-Project
Spring 2019 Data Science Society General Member Project
titanic2 - Cleaned Data, ran initial ML tests
DSS CRUISE - User Interface + Final ML implementation
Based off of tutorial found here: https://towardsdatascience.com/predicting-the-survival-of-titanic-passengers-30870ccc7e8
Done with 3 other group members.
Personal Contributions:
- Implemented algorithm to fill in missing ages based on title
- Implemented and debugged Machine Learning algorithms
- Debugged titanic2 code as a whole
- Debugged and updated user interface and quiz implementation
- Implemented machine learning algorithm in the quiz
Using the titanic dataset from Kaggle, our group cleaned and interpolated data in order to build a machine learning model that could accurately predict whether or not a person would survive the titanic given several attributes such as wealth, sex, age, etc. The final project was framed in a more modern context for the sake of presentation.