-Data-Mining-and-Machine-Learning-applied-to-Medical-Fields-and-E-Commerce-

Data Mining and Machine learnining project to help prescribe the best lenses to a patient based on a variety of parameters, and classify mushrooms as edible or not. Also the extraction of data of an E-Commerce group.

Final project of the subject AMD (Aprendizagem e Mineração de Dados)

Mestrado Engenharia Informática e Multimédia - ISEL

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The first part of the project is the prescription of lenses to a patient based on medical data of the pacient. Also the classification of mushrooms as edible or not based on different parameters.

• SQL was used to create the databases.
• Orange data-mining framework was used to analyse and visualize information about the data.
• Python was used for data processing and classification using algorithms like 1R, ID3 and Naive Bayes.

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The second part of the project is based on processing and extracting information from an E-Commerce database.

• Processing and sorting the data with SQL.
• Development of a Basket Analysis of the data to find strong association rules.
• Orange data-mining framework was used to analyse and visualize information about the data.