https://github.com/abideen-olawuwo/netflix

A recommendation engine
https://github.com/abideen-olawuwo/netflix

linear-kernel matplotlib netflix numpy pandas plotly python seaborn sklearn tfidf-vectorizer

Last synced: 14 days ago
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A recommendation engine

• Host: GitHub
• URL: https://github.com/abideen-olawuwo/netflix
• Owner: abideen-olawuwo
• Created: 2023-05-18T10:29:27.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-05-30T14:01:59.000Z (over 1 year ago)
• Last Synced: 2024-11-15T00:33:11.853Z (3 months ago)
• Topics: linear-kernel, matplotlib, netflix, numpy, pandas, plotly, python, seaborn, sklearn, tfidf-vectorizer
• Language: Jupyter Notebook
• Homepage:
• Size: 3.24 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
* Problem Definition

Build a movie recommendation engine

* Data

The data was downloaded from kaggle[https://www.kaggle.com/datasets/shivamb/netflix-shows]

* Evaluation

The Evaluation metric is to get the best accuracy

* Features

The Dataset Features include; show_id, type, title, director, cast,	country, date_added, release_year, rating, duration, listed_in

and description

* Modelling

The model used is TfidfVectorizer