Use Clustering in Python Jupyter Notbook

I have been working as a software developer for more than one and half year on python scripting and having good knowledge of algorithms and data structures and good problem solving skills

The firm I am currently working in is a Big Data Analytics firm which applies complex Machine Learning Techniques to solve business related problems. In one of my recent projects in this firm, I did customer segmentation for a leading Cruise Line Corporation of USA. This segmentation was done using K-Means Clustering Algorithm, by classifying users into 10 different segments based on their past behaviour and demographics. The process involved PCA before K-Means clustering so as to reduce the number of features and create better clusters. Once the clusters were created, I did a Silhouette Analysis on these clusters to check the purity of each of these clusters. The whole exercise was done in Jupyter Notebook using Sklearn module. Further, I have worked on lots of other Machine Learning Techniques such as Neural Networks, Gradient Boosting Machine, Logistic Regression, K Nearest Neigbour and more. With the above experience I have, I can claim to be the best person for this job. I would do it fast and deliver quality output to you, which can help you solve your problem.

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