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What do I watch?
A Documentary?
A Drama?
Which one??
Comedy?
Which is good???? Which is a waste of money??????
• Data manipula;on: Pandas
• Machine Learning: scikit-‐learn
• Storing Data: SQLite
• Data scraping from raw HTML
• Beau;fulSoup and Regular expressions
• Using RoJen Tomato API
• CSS/HTML: Bootstrap
• Visualiza;on: D3.js • Querying Data:
SQLite • Python to HTML:
Flask
Procedure • Training Set: Movies from 2013 • Features – Actors, Director – Genre, Distributor, Release Dates (Major Holidays?)
• Issues: – Curse of Dimensionality! – Scaling
• Linear Regression with L2 Regulariza;on
How does the site look like?
Comparing our ra;ngs with RoJentomato User Ra;ngs
See the app at: hJp://moviemetr.herokuapp.com
Source code at: hJps://github.com/souravc83/
MovieMetR
What do I watch?
A Documentary?
A Drama?
Which one??
Comedy?
I can chew on those numbers and spit out a decision. J
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30.2 24.2
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