Absenteeism Analysis - November 2017
Technology/Languages: Python, Machine Learning, Jupyter Notebooks
Achieved outstanding results with a logistic regression model that accurately predicted absenteeism in the workplace with a remarkable 95% success rate, leveraging key features such as workload, age, and distance to the workplace.
Audiobook Sales Prediction - November 2017
Technology/Languages: Python, Machine Learning, Jupyter Notebooks
Created a regression model for predicting the potential sales of audiobooks for an online web store. This prediction model used features like rating, popularity and number of re-orders in order to deduce the probability of an audiobook being sold.