Google-Advanced-Data-Analytics

Projects of the Google Advanced Data Analytics course

New York Yellow Taxi: fare prediction

Exploratory data anaysis
Data cleaning
Multilinear regression
Tableau dashboard available here

New York Yellow Taxi: prediction of customer tips

Exploratory data analysis
Machine Learning classification using Decision Tree-based ensemble methods in form of Random Forest (sklearn) and Gradient Boosting (XGBoost)

Salifort Motors: Predicting Employee Retention

Exploratory data analysis
Machine Learning classification using Random Forest (sklearn)