NUS_DATATHON_CHAMPION_ANTONY

Inspiration

We are a team of year1 BZA students, fuelled with passion to learn more about data science and machine learning

Challenges we ran into

As we are all new to the machine learning domain, we had to learn about the machine learning pipeline from scratch, and much problem solving had to be performed whilst working on our project.

Accomplishments that we're proud of

We are proud that we managed to complete this project with a respectable accuracy and Rsquared score. But most importantly, we are grateful for this opportunity to learn more about data handling and machine learning.

What we learned

We have learned more about the machine learning pipeline, as well as the dos and don'ts in such data science problems. We believe that what we have learnt as a group goes beyond the technical aspects, and also includes working as a team towards solving a data science problem.

What's next for NUS_DATATHON_CHAMPION_ANTONY

We hope to participate in upcoming hackathons and work on more projects as a team. In our spare time we hope to further tune or model and get the best score possible.

Built With

• jenks
• pandas
• python
• randomforestregressor