mbururyan/Carrefour-KE-Data-Analysis

A project where unsupervised learning techniques are implemented so as to boost the sales for Carrefour Kenya # CARREFOUR KENYA CUSTOMER ANALYSIS # Introduction This is a project where unsupervised learning techniques will be imp[lemented on sets of data provided by Carrefoyr Kenya so as to help improve the company's sales. Techniques to be implemented includes : - Dimensional reduction - Feature Selection - Association rules - Anomaly detection # Names of Contributors - Ryan Mburu # Date of completion 03/11/2021 # Motivation The project was a requirement by Moringa School, as a weekly Independent Project in the 14th week of core in Data Science. Another motivation is to practice unsupervised learning in R. # Technologies used - R Studio - Colab - Git - Microsoft Excel # Languages used - R # Setup The project is to be downloaded with the data sets, for easier retrival of information. Use of an editer that supports R Studio is required. # Contact Details Incase of any problems when accessing the project, or any questions, feel free to contact me via my email - mbururyan31@gmail.com # License MIT License Copyright (c) 2021 Ryan Mburu Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN …