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Unsupervised-Learning

I have been assigned with this project during my postgrad study. This is a novice attempt to complete the project within 2 days.

Project Title: Predicting market trends through market segmentation
Data Source: https://www.kaggle.com/seetzz/market-segmentation\

Summery of Work Methodology:
(1) Explore the attributes of the dataset
(2) Feature preprocessing (Data cleansing, Feature scaling, Encoding of categorical features)
(3) Dimensionality reduction with PCA
(4) Apply K-Means and visualize
(5) Apply K-Medoids and visualize
(6) Running exploratory data analysis to get market insights from the clusters\

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Market Segmentation using K-Means and K-Medoids Algorithm

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