Alam, Md. AshrafulSohan, Saad AhmedNakib, AymanAhmed, Tanvir2018-05-092018-05-0920182018-04ID 12201053ID 13101274ID 12201070http://hdl.handle.net/10361/10102Cataloged from PDF version of thesis.Includes bibliographical references (pages 37-38).This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018.In the present time data science and artificial intelligence is taking charge of every aspect in our life to make our lives more easy and comfortable. Machine learning is an approach to achieve artificial intelligence and train machine to predict based on the given set of data. We propose and demonstrate a model using machine learning approach and apply it on the market research sector to analyze how successful or unsuccessful will be a business in a particular area. The proposed model enables analyzing the existing businesses and their success according to the population, business type, and product price, customer type to build correlation among business, area and people. This will allow us to predict the behavior of different type of people towards different type of business product, business type, and business location. We used some existing machine learning algorithm to train and evaluate our model and predict the probability of success of a startup in a particular area.38 pagesenBRAC University theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission.Data scienceArtificial intelligenceMachine learningBusiness solutionThesis