Analyzing area-wise air pollution level using machine learning for a better future

Analyzing area-wise air pollution level using machine learning for a better future

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Bibliografische gegevens
Hoofdauteurs:	Sihan, Sk. Atik Tajwar, Rabbani, Maisha, Agarwala, Manish, Maliha, Sanjida Alam
Andere auteurs:	Islam, Md. Saiful
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2021
Onderwerpen:	Environment Air pollution Pollutants Linear regression Facebook Prophet RNN LSTM ARIMA Machine learning
Online toegang:	http://hdl.handle.net/10361/15761

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Industrial pollution prevention handbook /
Gepubliceerd in: (1995)

পরিবেশের সংকট ঘনিয়ে আসছে /
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