Demystifying second hand car market in Bangladesh using multimodal machine learning techniques

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Մատենագիտական մանրամասներ
Հիմնական հեղինակներ:	Islam, Roman, Rahman, Arman, Rahman, Asifur, Ferdous, Wasiq, Arman, Sk.MD.Golam
Այլ հեղինակներ:	Sadeque, Dr. Farig
Ձևաչափ:	Թեզիս
Լեզու:	English
Հրապարակվել է:	Brac University 2024
Խորագրեր:	Used cars Multimodal Shallow machine learning techniques Deep neural machine learning techniques Price prediction Machine learning.
Առցանց հասանելիություն:	http://hdl.handle.net/10361/22083

id	10361-22083
record_format	dspace
spelling	10361-220832024-01-09T21:02:59Z Demystifying second hand car market in Bangladesh using multimodal machine learning techniques Islam, Roman Rahman, Arman Rahman, Asifur Ferdous, Wasiq Arman, Sk.MD.Golam Sadeque, Dr. Farig Department of Computer Science and Engineering, Brac University Used cars Multimodal Shallow machine learning techniques Deep neural machine learning techniques Price prediction Machine learning. This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023. Cataloged from PDF version of thesis. Includes bibliographical references (pages 38-39). When a person plans to buy or sell a car in an overly-crowded second-hand market, it is often difficult to estimate accurate prices. People are frequently duped by scalpers into purchasing cars that are not worth the base price. People even sell cars for far less or far more than the market valuation. We aim to establish a system that allows people to see a car's most recent anticipated value. Apparently, using multimodal supervised machine learning approaches, this study illustrates a second hand car price prediction system. Here, we will be using shallow machine-learning techniques and deep neural machine-learning techniques for such calculations. Then, the predictions will be compared and analyzed to find the precision of the best performance. We believe this research will provide us with the information we need to solve this challenge with high accuracy. Roman Islam Arman Rahman Asifur Rahman Wasiq Ferdous Sk.MD.Golam Arman B.Sc. in Computer Science and Engineering 2024-01-09T05:49:46Z 2024-01-09T05:49:46Z 2023 2023-01 Thesis ID: 19101596 ID: 19101318 ID: 19101396 ID: 19101316 ID: 18201054 http://hdl.handle.net/10361/22083 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. 39 pages application/pdf Brac University
institution	Brac University
collection	Institutional Repository
language	English
topic	Used cars Multimodal Shallow machine learning techniques Deep neural machine learning techniques Price prediction Machine learning.
spellingShingle	Used cars Multimodal Shallow machine learning techniques Deep neural machine learning techniques Price prediction Machine learning. Islam, Roman Rahman, Arman Rahman, Asifur Ferdous, Wasiq Arman, Sk.MD.Golam Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
description	This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.
author2	Sadeque, Dr. Farig
author_facet	Sadeque, Dr. Farig Islam, Roman Rahman, Arman Rahman, Asifur Ferdous, Wasiq Arman, Sk.MD.Golam
format	Thesis
author	Islam, Roman Rahman, Arman Rahman, Asifur Ferdous, Wasiq Arman, Sk.MD.Golam
author_sort	Islam, Roman
title	Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
title_short	Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
title_full	Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
title_fullStr	Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
title_full_unstemmed	Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
title_sort	demystifying second hand car market in bangladesh using multimodal machine learning techniques
publisher	Brac University
publishDate	2024
url	http://hdl.handle.net/10361/22083
work_keys_str_mv	AT islamroman demystifyingsecondhandcarmarketinbangladeshusingmultimodalmachinelearningtechniques AT rahmanarman demystifyingsecondhandcarmarketinbangladeshusingmultimodalmachinelearningtechniques AT rahmanasifur demystifyingsecondhandcarmarketinbangladeshusingmultimodalmachinelearningtechniques AT ferdouswasiq demystifyingsecondhandcarmarketinbangladeshusingmultimodalmachinelearningtechniques AT armanskmdgolam demystifyingsecondhandcarmarketinbangladeshusingmultimodalmachinelearningtechniques
_version_	1814307370532077568

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques

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