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Data Science Project - Biopics
Data Science Project on Biopics dataset from Kaggle
Source: https://www.kaggle.com/datasets/fivethirtyeight/fivethirtyeight-biopics-dataset
Methods explored on dataset:
- Data preprocessing
- Visualizations to understand more about the dataset
- Regression methods to predict box office revenue (linear regression, random forest, SVM)
- K-means clustering with PCA to identify similar types of movies
- Content-based recommendation system using cosine similarity to recommend similar movies based on input title