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INTERNSHIP · MLCodSoft internship project
Movie Rating Prediction
A regression model that predicts a film's rating from its attributes, built during the CodSoft internship.
Role · ML — regression
PythonPandasScikit-learn
What it does
Using features like genre, director, and cast, the model estimates a movie's rating — mostly a study in turning messy categorical data into something a model can learn from.
Approach
The usual regression loop, with an emphasis on encoding.
- Cleaning and encoding categorical features in Pandas.
- Model training and evaluation with Scikit-learn.
Work in progress
A detailed write-up is in progress; no performance metrics are quoted until they're confirmed.