Inspired by the current Pandemic
What it does
Predict the potential Covid 19 cases.
How we built it
By implementing GRU in Keras, on Google Colab platform.
Challenges we ran into
Data pre-processing took some time to understand and operate, and the Hyperparameter took some time for tuning.
Accomplishments that we're proud of
We built a GRU Neural Network for time-series prediction, the accuracy is not bad.
What we learned
We learned how to build GRU Neural Network.
What's next for COVID-19 Cases Prediction
Perhaps we can make a website so that more people can access this information.