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A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning

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Nội dung chi tiết: A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning

A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning

Vietnam National UniversityHo Chi Minh City University of Technology Faculty of Computer Science and Engineering4 BK hTP.HCM JIGRADUATION THESISA MICR

A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning ROSERVICE-BASED DATA CRAWLING ANDANALYZING FOR REAL ESTATE WEBSITES IN VIETNAM USING MACHINE LEARNINGMajor: Computer ScienceCouncil: Computer Science

2 (English Program) Instructor: Assoc. Prof. Quan Thanh Tho Reviewer: Assoc. Prof. Bui Hoai Thang Students: Pham Thi Mai - 1752335Nguyen Ngo Chi Khang A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning

- 1752275 Nguyen Huu Nguyen - 1752036Ho Chi Minh City, October 2021Declaration Of AuthenticityWe declare that this research is our own work, conducte

A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning

d under the supervision and guidance of Assoc. Prof. Quan Thanh Tho. The result of our research is legitimate and has not been published in any forms

Vietnam National UniversityHo Chi Minh City University of Technology Faculty of Computer Science and Engineering4 BK hTP.HCM JIGRADUATION THESISA MICR

A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning on.Tn addition, within this research, we also used the results of several other authors and organizations. They have all been aptly referenced.Tn any

case of plagiarism, we stand by my actions and will be responsible for it. Ho Chi Minh city University of Technology- therefore are not responsible fo A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning

r any copyright infringements conducted within our research.Ho Chi Minh. July. 2021AuthorsPham Thi MaiNguyen Ngo Chi KhangNguyen Huu NguyenAcknowledgm

A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning

entWe are using this opportunity to express our gratitude to everyone who supported US during our study and life. We are thankful for their aspiring g

Vietnam National UniversityHo Chi Minh City University of Technology Faculty of Computer Science and Engineering4 BK hTP.HCM JIGRADUATION THESISA MICR

A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning ho, for his support and guidance. We would like to give thanks to Ho Chi Minh City University of Technology- for giving US the opportunity' to learn g

reat lessons of theory and practical experience as well as many teachers and professors companioning with US during the curriculum.Finally, we recogni A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning

ze that this research would not have been possible without the support from our families and from bottom of our hearts, we must acknowledge our parent

A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning

s without whose love, encouragement and sacrifice, we would not have finished Illis thesis.AbstractFirst of all, transactional application has been re

Vietnam National UniversityHo Chi Minh City University of Technology Faculty of Computer Science and Engineering4 BK hTP.HCM JIGRADUATION THESISA MICR

A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning base. Database is designed for recording transactional data and represents some elements in real world. The logic is then performed through mapping, d

ata objects, to name but a few. Finally, a visual interface is placed on top of application to illustrate necessities.Apart from it. for the purpose o A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning

f analyzing. Data Warehouse is intended to use as the solution. The mission of a Data Warehouse is based on operational data to integrate, transform,

A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning

extract, etc.. It is the business decision support system aimed for helping users have comprehensive knowledge about business-affecting factors by mak

Vietnam National UniversityHo Chi Minh City University of Technology Faculty of Computer Science and Engineering4 BK hTP.HCM JIGRADUATION THESISA MICR

A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning s a host of techniques used when performing complex query with small response time.Another fact taken into account is that in decision making system,

prediction and recommendation are exerted to give users best estimation regarding specific provided data. Algorithms and mathematics play a principal A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning

knowledge to implement any machine learning models, and data and its quality are the key factor to the output of any prediction concepts. Various well

A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning

-known models have been tried and put in comparison to achieve the highest accuracy.Regarding to this thesis and the above motivation, we decided to s

Vietnam National UniversityHo Chi Minh City University of Technology Faculty of Computer Science and Engineering4 BK hTP.HCM JIGRADUATION THESISA MICR

A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning tion aimed for reporting real estate status, offering some real estate forecast and real estate items emerging in the market in present.List of Figure

s2.1ETL from sources to Data Warehouse....................................... 42.2Three processes in ETL.............................................. A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning

..... 52.3Data Warehouse Concepts................................................. 112.4Example of Dimension table....................................

A microservice based data crawling and analyzing for real estate websites in viet nam using machine learning

.......... 13

Vietnam National UniversityHo Chi Minh City University of Technology Faculty of Computer Science and Engineering4 BK hTP.HCM JIGRADUATION THESISA MICR

Vietnam National UniversityHo Chi Minh City University of Technology Faculty of Computer Science and Engineering4 BK hTP.HCM JIGRADUATION THESISA MICR

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