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Video Recommendation Assignment #1

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aamina-codes wants to merge 2 commits intoTim-Alpha:mainfrom
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Video Recommendation Assignment #1
aamina-codes wants to merge 2 commits intoTim-Alpha:mainfrom
aamina-codes:main

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A Video Recommendation System is a type of algorithmic solution designed to suggest videos to users based on various factors such as user preferences, historical interactions, and content features.

This is the initial commit containing the project files, including:
- Python scripts for data analysis ("preprocess_data.py", "evaluate.py","fetch_data.py","recommendation_algorithm.py")
- README file with project overview and setup instructions

Created a `README.md` file to provide an overview of the project, instructions on setting up the environment, and a guide on how to run the code.
This file also includes details on project dependencies and folder structure.

Added `recommendation_algorithm.py` which contains the logic for video recommendations using collaborative filtering and content-based methods.
This module is responsible for generating video suggestions based on user preferences and engagement.
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