The goal was to build a machine learning model that predicts the number of global new deaths due to COVID-19. The time series forecasting model was to output numbers for 7 days in the future for each inputted day.
The dataset was taken from Our World in Data.
The tools used were Pandas, Tensorflow, and Keras-TCN.
Skills and deliverables: Artificial Intelligence, Data Science, Mathematics, Automation, Modeling, Model Tuning, Model Optimization, Time Series Forecasting, Python, Data Analytics, Machine Learning