Spotify Songs Recommendation System

[abhisheks008]

ML-Crate Repository (Proposing new issue)

:red_circle: Project Title : Spotify Songs Recommendation System :red_circle: Aim : Create a ML model which will recommend the songs as per the taste of the users. :red_circle: Dataset : https://www.kaggle.com/datasets/corneliusjustin/spotify-songs-recommendationbinary-classification :red_circle: Approach : Try to use 3-4 algorithms to implement the models and compare all the algorithms to find out the best fitted algorithm for the model by checking the accuracy scores. Also do not forget to do a exploratory data analysis before creating any model.

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📍 Follow the Guidelines to Contribute in the Project :

• You need to create a separate folder named as the Project Title.
• Inside that folder, there will be four main components.
  • Images - To store the required images.
  • Dataset - To store the dataset or, information/source about the dataset.
  • Model - To store the machine learning model you've created using the dataset.
  • requirements.txt - This file will contain the required packages/libraries to run the project in other machines.
• Inside the Model folder, the README.md file must be filled up properly, with proper visualizations and conclusions.

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:red_circle::yellow_circle: Points to Note :

• The issues will be assigned on a first come first serve basis, 1 Issue == 1 PR.
• "Issue Title" and "PR Title should be the same. Include issue number along with it.
• Follow Contributing Guidelines & Code of Conduct before start Contributing.
• This issue is only for 'SWOC' and 'JWOC' contributors of 'ML-Crate' project.

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:white_check_mark: To be Mentioned while taking the issue :

• Full name :
• GitHub Profile Link :
• Participant ID (If not, then put NA) :
• Approach for this Project :
• What is your participant role? (Mention the Open Source Program name. Eg. HRSoC, GSSoC, GSOC etc.)

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Happy Contributing 🚀

All the best. Enjoy your open source journey ahead. 😎

[aryanag7]

Full name : Aryan Agrawal
GitHub Profile Link: https://github.com/aryanag7
Participant ID : NA 
Approach for this Project : I would be using contest based filtering that determines the features which are most important for suggesting the songs.

[abhisheks008]

Are you contributing here as a contributor or, as a part of any open source program? @aryanag7

[aryanag7]

Hey, I'm contributing as a contributor .

[abhisheks008]

That's great. Your approach looks pretty impressive. Issue assigned to you @aryanag7.

Best wishes!

[abhisheks008]

Hey @aryanag7 updates regarding this issue.

[aryanag7]

Hey @abhisheks008 , I'm working on the last part of the implementation and will create a PR within a week.