Wine Quality Analysis

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Used Python and Machine Learning module to predict Wine Quality.

The objectives of this project are as follows:

1. To experiment with different classification methods to see which yields the highest accuracy
2. To determine which features are the most indicative of a good-quality wine

Skills:

Python3
Numpy
Pandas
Matplotlib
Machine Learning Algorithm

This Notebook shows:

Data Handling
Importing Data with Pandas
Cleaning Data
Data Visualisation

Data Analysis:

For this project, I used the provided Red Wine Quality dataset to build various classification models to predict whether a particular red wine is “good quality” or not. Each wine in this dataset is given a “quality” score between 0 and 10. For the purpose of this project, I converted the output to a binary output where each wine is either “good quality” (a score of 7 or higher) or not (a score below 7).

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