An Automated Data Exploration Model using Machine Learning

Abstract

Artificial Intelligence (AI) is an eminent kingpin in almost all the fields in 21st century. The increase in computing hardware power and the development of information technologies takes the importance of AI to the pinnacle in many organizations. Machine learning is a branch of AI that employs various algorithms to identify patterns and make decisions with the given data. In machine learning, data exploration is an artful process of sifting over through datasets and extracting meaningful insights from them. Existing data exploration systems involve several hit-and-trial operations expecting expertise and human labour leaving the doors closed for small enterprises with limited budget, for beginners and students who are new to the field of data science. It also consume most of the time in a machine learning process.