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:
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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
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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
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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!