A movie recommendation system based on basics of matrices and searching (No Artificial Intelligence used)
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25m repository of data on movies and their ratings
The link to the data we need, specifically movies.csv and ratings.csv
Search a movie and if that movie is found it finds movies that others liked based on if they liked your searched movie or not
We start with searching for a movie in the repository and then getting its unique movieId We then search for all people who liked this movie (rated it a 4 or above out of 5) We then get all the movies that these people liked and select the most niche ones pertaining to our searched movie and show the results.
- pandas
- numpy
- scikit learn ( scikit learn download )