Data Science meets Hollywood
Movie Prophet is a predictive engine that forecasts the box office revenue given a movie proposal.
The project done in partnership with Boston Consulting Group - Digital Ventures will enable the stakeholders to have a competitive edge by investing in successful ventures. This novel solution will assist BCG - DV and their client partners by providing data-driven insights for making key investment decisions.
The project encompasses end to end spectrum of data science - web scraping for collecting the data, data wrangling, building machine learning algorithms and data visualization. The final deliverable will be a dashboard that will empower the stakeholders to make digital media investment decisions. Currently, investment decisions are made based on industry experience and perceived notion of success. Movie Prophet will be a value add to the stakeholders by supporting the business decisions with powerful machine learning techniques having improved precision and accuracy.
- Back end - Python
- Server - Flask
- Cloud Service - AWS
- DB - MySQL
- Tools used - Jupyter Notebook
Please feel free to contribute to this project