COVID-19 Cases Prediction

Inspiration

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.

Built With

• colab
• keras
• matplotlib
• numpy
• pandas
• python
• scikit-learn