This project idea came from the Kaggle challenge: Titanic Survival Prediction I built the model to generate the prediction, also created functions that users can interact with the app to customize their models and see the prediction rate immediately.
My process can be separated into two phases. The first one is to build the machine learning model, and the other one is to make my app interactive.
First, I cleaned and transformed the data structure that can be better used for model training. The whole process of processing the data is snapshotted.
Second, I designed the App for the users to understand this data challenge by playing with models and showing statistical facts. An interactive App is on Google Colab