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Wine Quality Prediction

This project tries to build a classification Machine learning model to predict the quality of Wines. We are required to use a Multiclass Linear Classification Model.

Content

This is a summary of what is included in the notebook.

  • 1.Loading Data : We load our dataset with pandas.
  • 2.Cleaning Data : We follow all the necessary steps to clean the data. Cleaning data means removing any null values duplicate rows redundant columns etc.
  • 3.Exploratory data analysis to better understand the data.
  • 4.Standardazation of Data : Since the data in columns varies widely in order for our model to perform better we try to standardize the data.
  • 5.Building a Classification Model.
  • 6.Analyzing results and doing Predictions :)

Challenge

I would like to invite you guys for Contributing so that we can get a better model ( Using supervised ML Models only). Feel free to take pull requests.

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