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)