Start up business solution using machine learning
This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018.
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BRAC University
2018
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| Online pristup: | http://hdl.handle.net/10361/10102 |
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10361-10102 |
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10361-101022022-01-26T10:13:14Z Start up business solution using machine learning Sohan, Saad Ahmed Nakib, Ayman Ahmed, Tanvir Alam, Md. Ashraful Department of Computer Science and Engineering, BRAC University Data science Artificial intelligence Machine learning Business solution This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018. Cataloged from PDF version of thesis. Includes bibliographical references (pages 37-38). 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. Saad Ahmed Sohan Ayman Nakib Ayman Nakib B. Computer Science and Engineering 2018-05-09T09:16:26Z 2018-05-09T09:16:26Z 2018 2018-04 ID 12201053 ID 13101274 ID 12201070 http://hdl.handle.net/10361/10102 en BRAC 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. 38 pages application/pdf BRAC University |
| institution |
Brac University |
| collection |
Institutional Repository |
| language |
English |
| topic |
Data science Artificial intelligence Machine learning Business solution |
| spellingShingle |
Data science Artificial intelligence Machine learning Business solution Sohan, Saad Ahmed Nakib, Ayman Ahmed, Tanvir Start up business solution using machine learning |
| description |
This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018. |
| author2 |
Alam, Md. Ashraful |
| author_facet |
Alam, Md. Ashraful Sohan, Saad Ahmed Nakib, Ayman Ahmed, Tanvir |
| author |
Sohan, Saad Ahmed Nakib, Ayman Ahmed, Tanvir |
| author_sort |
Sohan, Saad Ahmed |
| title |
Start up business solution using machine learning |
| title_short |
Start up business solution using machine learning |
| title_full |
Start up business solution using machine learning |
| title_fullStr |
Start up business solution using machine learning |
| title_full_unstemmed |
Start up business solution using machine learning |
| title_sort |
start up business solution using machine learning |
| publisher |
BRAC University |
| publishDate |
2018 |
| url |
http://hdl.handle.net/10361/10102 |
| work_keys_str_mv |
AT sohansaadahmed startupbusinesssolutionusingmachinelearning AT nakibayman startupbusinesssolutionusingmachinelearning AT ahmedtanvir startupbusinesssolutionusingmachinelearning |
| _version_ |
1814307984573988864 |