This project was developed with the motivation of overcoming a real case provided to us by NTT DATA during a masterclass organized in their A Coruña headquarters.

We had a lot of goals here:

• Being capable of solving the three challenges from NTT Data over this dataset:

  • Realizing an exploratory data analysis over the distinct client profiles
  • Predict which clients would be more likely to contract a fixed deposit or to reject it
  • Deploying this solution to production

• Making sure that this NTT Data challenges fitted perfectly with the ones from Hack a Boss:

  • Development of a Streamlit webapp to showcase our results
  • Include a Power BI embedded in our Streamlit webapp
  • Test our Machine Learning model live

• And of course our own requisites and challenges:

  • Explore and implement new technologies as we've been doing in our last projects
  • Learn a lot from Cloud development
  • Do it in a week

In this web you can try our models and get a little more info about the results of the challenges explained in this readme.

We really hope you like it and share your thoughts!