Data Mining Assignment

The aim of this work is to familiarize with the datamining process (DE)

from [url removed, login to view] particular, for the implementation of data warehouse and to perform

knowledge mining algorithms you can use SQL tools

Server Analysis Service, Oracle BI, [url removed, login to view] will work in a well-known

dataset from UCI ML Repository (URL:

[url removed, login to view]).Specifically, you deal with:

Insurance Company Benchmark (COIL 2000) Dataset:Total

Data relates to socio-demographic insurance customer data

company. The aim is to predict if the customer potentially interested

an insurance policy on caravan, which is used as

feature-target classification. Detailed description of the dataset can be found

at the address below from where you can also download it.

http://archive.ics.uci.edu/ml/datasets/Insurance+Company+Benchmark+%28C

OIL+2000%29

THE DELIVERABLE MUST BE THE FOLLOWING: 1)the contents (backup) the original DB, the script files preparation of the data, the contents of the Data Warehouse,the resulted models from the categorization, the resulted models from clustering and the resulted models from the correlation analysis. 2)Report with detailed description of the approach you followed in each of the operations accompanied by appropriate formats (DataBase, Data Warehouse, etc.) screenshots etc. and justify the decisions you took in every case. Especially the part of Data Exploration you should interpret the revealed knowledge and link it with the factors that affect it (e.g. parameters algorithms,etc.).

Extracción de datos Procesamiento de datos Data Wahrehousing Programación de bases de datos

Nº del proyecto: #9576759

Sobre el proyecto