Milk Quality Prediction

[abhisheks008]

ML-Crate Repository (Proposing new issue)

:red_circle: Project Title : Milk Quality Prediction :red_circle: Aim : Create a prediction model which will predict the goodness of the milk. :red_circle: Dataset : https://www.kaggle.com/datasets/cpluzshrijayan/milkquality :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. 😎

[Avik-creator]

@abhisheks008 could you please assign me this.

[abhisheks008]

Issue assigned to you @Avik-creator

[abhisheks008]

Please complete the issue before the deadline @Avik-creator

[abhishek-thakre]

@abhisheks008 Could u please assign me this.

[Yashu812]

Hello, I am interested to work on this project. Please assign it to me. Full name : Yashashree Anant Deshmukh GitHub Profile Link : https://github.com/Yashu812 Participant ID (If not, then put NA) : NA Approach for this Project : I will perform Data Cleaning and Exploratory Data Analysis on the given dataset. Further perform following five Regression Models and compare their accuracies - LinearRegression DecisionTreeRegressor RandomForestRegressor KNeighborsRegressor XGBRegressor What is your participant role? Contributor

[shubhammore45]

please assign it to me, i am willing to solve it.

[abhisheks008]

@abhishek-thakre always mention the approach while taking the issue here, and please follow the issue template.

Issue assigned to @shubhammore45

[shubhammore45]

Hey @abhisheks008 , I have created a pull request please check and respond.