Artificial Intelligence-Machine Learning Techniques Promoting SDG's: An Exploratory Approach

Pratyush Prasad, Pranjal Prasad, Asim Prasad

2023

Abstract

This article provides an overview of the Machine Learning (ML) techniques, models, and ideas utilized to analyze datasets to achieve Sustainable Development Goals (SDG) targets. Furthermore, this study investigates the use of Artificial Intelligence (AI) in facilitating the attainment of SDGs. An exploratory approach and a concept-centric literature review were employed to address the study issues. The study reveals the fundamental principles of Supervised, Unsupervised, and Reinforced ML methodologies, as well as several algorithms like k-Nearest Neighbours, Linear Models, Naïve Bayes, Decision trees, Random forests, gradient boosted decision trees, Support vector machines, and Neural networks. The study implications pertain to the use of artificial intelligence and machine learning techniques to advance the aims of the SDGs for the betterment of society, the economy, and the environment.

Paper Citation

in Harvard Style

Prasad P., Prasad P. and Prasad A. (2023). Artificial Intelligence-Machine Learning Techniques Promoting SDG's: An Exploratory Approach. In Proceedings of the 2nd Pamir Transboundary Conference for Sustainable Societies - Volume 1: PAMIR-2; ISBN 978-989-758-723-8, SciTePress, pages 1717-1726. DOI: 10.5220/0013405700003882

in Bibtex Style

@conference{pamir-223,
author={Pratyush Prasad and Pranjal Prasad and Asim Prasad},
title={Artificial Intelligence-Machine Learning Techniques Promoting SDG's: An Exploratory Approach},
booktitle={Proceedings of the 2nd Pamir Transboundary Conference for Sustainable Societies - Volume 1: PAMIR-2},
year={2023},
pages={1717-1726},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013405700003882},
isbn={978-989-758-723-8},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 2nd Pamir Transboundary Conference for Sustainable Societies - Volume 1: PAMIR-2
TI - Artificial Intelligence-Machine Learning Techniques Promoting SDG's: An Exploratory Approach
SN - 978-989-758-723-8
AU - Prasad P.
AU - Prasad P.
AU - Prasad A.
PY - 2023
SP - 1717
EP - 1726
DO - 10.5220/0013405700003882
PB - SciTePress