Machine Learning : A Contributor to Sustainable Development Goal

Machine Learning : A Contributor to Sustainable Development Goal

Authors

  • Sumeet Gupta Dr. Sumeet GuptaAssociate ProfessorHead- Center for Infrastructure & Project Finance, Research and Development CentreCollege of Management and Economic StudiesUNIVERSITY OF PETROLEUM & ENERGY STUDIESEnergy Acres ,P.O Bidholi Via - Prem NagarDehradun -248007 (Uttarakhand)Ph: 0135- 2776091,2776093,2776095, 2102690, 91, 2694257, 201, 203 Extn: 201, Fax : 0135 - 2694204Mobile : +91 7895617071,9536220716,9319899684Email : sumeetgupta@ddn.upes.ac.in, sumeetbgh2007@gmail.com
  • Mritunjay Rawat

DOI:

https://doi.org/10.1956/jge.v18i1.638

Keywords:

Machine learning, ROI, MLaaS, AI

Abstract

Machine Learning has become a buzz word these days. In this paper we have review what exactly is Machine Learning and how it can be used in various industries providing a Competitive Advantage to Organizations to outperform its competitors and also sustain in the market. Machine Learning helps an organization or an industry to grow leading to growth in economy also while being committed to the various Sustainable Development Goals.

After the Pandemic, Industries and firms have realized the importance of going Digital to stay and sustain in their respective businesses. This has provided a push towards the ML to make smart business processes for critical cost cutting, efficient economic recovery, informed decision making and as a result improving the ROI (Return on Investment).

In this paper we have understood Machine Learning and reviewed various Services provided by ML for industry growth. Also, we have highlighted various applications of Machine Learning in different industries and how it can push the Indian Market towards expansion for its products and services resulting to a healthy and growing economy.

At Last we have provided some suggestions as how MLcan be implemented in the Indian scenario of Oil and Gas Industry which plays a crucial role in a growing economy while committing and fulfilling the Sustainable Development Goals.

References

https://www.sas.com/en_in/insights/analytics/what-is-artificial-intelligence.html

https://www.scientificworldinfo.com/2019/11/importance-of-technology-in-our-daily-life.html

https://www.ibm.com/in-en/cloud/learn/machine-learning

https://neptune.ai/blog/machine-learning-as-a-service-what-it-is-when-to-use-it-and-what-are-the-best-tools-out-there

https://wearebrain.com/blog/ai-data-science/machine-learning-as-a-service-mlaas/#:~:text=Benefits%20of%20using%20MLaaS&text=With%20MLaaS%2C%20developers%20get%20access,important%20parts%20of%20each%20project.

https://core.ac.uk/download/pdf/301363122.pdf

https://www.forbes.com/sites/bernardmarr/2018/09/02/what-is-industry-4-0-heres-a-super-easy-explanation-for-anyone/?sh=345c13549788

https://www.intel.in/content/www/in/en/now/edge-to-cloud/ai.html?tracksrc=2021Q3_e2c_pg_ai_create&cid=diad&source=gcm&campid=26294049&sid=5134578&plid=312224435&aid=505085452&crid=156688696&dclid=&gclid=EAIaIQobChMIncmSnoXT8gIVrze3AB3k-gd8EAEYASAAEgKQ_vD_BwE

https://www.ibm.com/analytics/predictive-analytics

https://www.investopedia.com/terms/p/predictive-analytics.asp

https://www.waterstones.com/book/machine-learning-and-information-processing/debabala-swain/prasant-kumar-pattnaik/9789813348585

https://www.geeksforgeeks.org/ml-understanding-data-processing/

https://www.business-standard.com/article/economy-policy/discovered-small-fields-govt-may-extend-bank-guarantee-relaxation-121041301365_1.html

https://journalsofindia.com/discovered-small-field-policybid-round-iii/

https://ir.lib.uwo.ca/cgi/viewcontent.cgi?article=1123&context=electricalpub

https://internetofthingsagenda.techtarget.com/definition/Internet-of-Things-IoT

https://towardsdatascience.com/image-recognition-with-machine-learning-on-python-image-processing-3abe6b158e9a

https://www.outsource2india.com/webanalytics/image-video-analytics-services.asp

https://www.sas.com/en_us/insights/analytics/what-is-natural-language-processing-nlp.html

https://heartbeat.fritz.ai/the-3-deep-learning-frameworks-for-end-to-end-speech-recognition-that-power-your-devices-37b891ddc380

https://www.ibm.com/cloud/learn/speech-recognition

https://www.forbes.com/sites/cognitiveworld/2019/07/26/how-ai-can-transform-the-transportation-industry/?sh=27f6a25f4964

https://analyticsindiamag.com/how-ai-powers-the-ev-ecosystem/

http://zesium.com/practical-use-of-a-i-in-transportation/

https://deepsense.ai/machine-learning-for-applications-in-manufacturing

https://www2.deloitte.com/us/en/insights/focus/cognitive-technologies.html?icid=top_cognitive-technologies

https://healthinformatics.uic.edu/blog/machine-learning-in-healthcare/

https://www.ibm.com/watson-advertising/thought-leadership/benefits-of-machine-learning-in-advertising

https://instapage.com/blog/machine-learning-in-advertising

https://www.bigcommerce.com/blog/ecommerce-machine-learning/

https://www.sciencedirect.com/topics/engineering/artificial-neural-network-model

https://www.sciencedirect.com/science/article/pii/S2096249521000429#bib61

https://livebook.manning.com/book/grokking-machine-learning/2-1-what-is-the-difference-between-labelled-and-unlabelled-data-/v-4/35

https://innovativeadagency.com/blog/importance-data-collection

Garg A. and Gupta. S. (2020), High Speed Railway (HSR): India and the World Comparison of existing systems. International Journal of Innovative Technology and Research. Volume No.8, Issue No.4, 9516-9530.

Gupta K. and Gupta T. (2018). Durkheim's Theory of Anomie and the 2016 American Election, Journal of Global Economy, Research Centre for Social Sciences, Mumbai, India, vol. 14(1), 28-39. DOI: https://doi.org/10.1956/jge.v14i1.484

Gupta, S., Tyagi R., Sharma A. and Singh H, (2021). Human Wealthsurance: Analytical Study on Financial Planning of Community Investors during COVID-19. International Journal of Management (IJM). 12(1), 2021, pp. 1453-1473.

Gupta, S. (2016). Factor Analysis in holistic approach for Project Performance framework of Oil and Gas projects in India, International Research Journal of Social Science and Management, India, vol. 2(1)

Gupta, S. , Pahwa, M. S. and Gupta A. (2013). Innovative Price Adjustments Technique for Thermal Coal: A Study of Operation Function under changing Techno Environment. Global Journal of Management and Business Research, Apr. 2013. ISSN 2249-4588.

Gupta, S. and Gupta,T. (2012). Enhancing Marginal Field Development Economics: Leasing Operated Production Facility Approach, Journal of Global Economy, Research Centre for Social Sciences, Mumbai, India, vol. 8(1), pages 63-71, March.

Gupta, S. and Sharma R.K. (2012). Pricing and Taxation in Oil and Gas Sector: A study with special reference to ONGC. Journal of Global Economy. Research Centre for Social Sciences, Mumbai, India, vol. 8(3), 233-260. DOI: https://doi.org/10.1956/jge.v8i3.220

Gupta, S. and Verma, R. (2008, May), Changing Paradigm in Indian Banking. Professional Banker , 21-2.

Gupta, S, and Verma , R (2008)Comparative Analysis of Financial Performance of Private Sector Banks in India: Application of CAMEL Model, Journal of Global Economy, Research Centre for Social Sciences,Mumbai, India, vol. 4(2), pages 160-180, June. DOI: https://doi.org/10.1956/jge.v4i2.124

Gupta, S. (2013) Accounting and Assessment of Capital Expenditure of New Feeder Airport in India: A Case Study of Idukki Airport, IBA Journal of Management and Leadership, Vol 5(1), July 2013, ISSN 2230 – 7524

Gupta, S, (2018) Antidisestablishmentarianism in the American Election: The Rise of Donald Trump and Far Right Parties in Europe, Identity Politics in the light of Niccolo Machiavelli’s Treatise – ‘The Prince’ , Journal of Global Economy, Research Centre for Social Sciences,Mumbai, India, vol. 13(4), pages 25-267, May 2018 DOI: https://doi.org/10.1956/jge.v13i4.480

Gupta, S. (2017). Financial Intelligence. Journal of Global Economy, Research Centre for Social Sciences,Mumbai, India,Vol 13(3), Nov 2017 DOI: https://doi.org/10.1956/jge.v13i3.470

Gupta, Sumeet .( 2013)Techno-Economic Evaluation of Exploration & Production," Journal of Global Economy, Research Centre for Social Sciences,Mumbai, India, vol. 9(2), pages 153-171, June. DOI: https://doi.org/10.1956/jge.v9i2.279

Gupta, S., & Srivastava, S. (2016). Pre Disinvestment & Post Disinvestment Financial Analysis of Oil and Gas Company in India, Journal of Global Economy, 12(3), 205-214. DOI: https://doi.org/10.1956/jge.v12i3.437

Jayaraj, R ., & Gupta, S. ( 2011) "An Empirical Analysis of the Impact of Foreign Direct Investment on Economic Activity of India," Journal of Global Economy, Research Centre for Social Sciences,Mumbai, India, vol. 7(2), pages 100-120, June.

Gupta, S. ( 2009) "Pre and Post Merger Valuation- A Study of Tata Corus Merger Deal," Journal of Global Economy, Research Centre for Social Sciences,Mumbai, India, vol. 5(4), pages 299-319, December. DOI: https://doi.org/10.1956/jge.v5i4.78

Gupta, S., & Sacchar, S. (2017). Cost Optimization of Warehousing Operations in FMCG: An Analytical Study of Supply Chain. Journal of Global Economy, 13(3), Nov 2017 DOI: https://doi.org/10.1956/jge.v13i3.464

Gupta, S. (2021). FUNDAMENTAL & TECHNICAL ANAYSIS OF CRUDE OIL PRICES. Journal of Global Economy, 17(1), 3-20, April 2021

Kaushal, Ajit. & Gupta, S.(2014). Confidentiality in International Commercial Arbitration: Presumption and Reality, IUP Law Review, 4(2), 33-40, April 2014

Gupta, S. (2021) “Analytical Study of General Insurance in India”, Journal of Global Economy, 17(2), pp. 115–129. DOI: https://doi.org/10.1956/jge.v17i2.625

Rawat, A., Gupta, S. and Rao, T.J. (2021), "City gas distribution projects delay in India: a critical assessment of risks", International Journal of Energy Sector Management, Vol. 15 No. 6, pp. 1163-1180. https://doi.org/10.1108/IJESM-09-2020-0005

Gupta, S. (2021) “FUNDAMENTAL & TECHNICAL ANAYSIS OF CRUDE OIL PRICES”, Journal of Global Economy, 17(1), pp. 3–20. DOI: https://doi.org/10.1956/jge.v17i1.617

Rawat, A., Gupta, S. and Rao, T.J. (2021), "Risk analysis and mitigation for the city gas distribution projects", International Journal of Energy Sector Management, Vol. 15 No. 5, pp. 1007-1029. https://doi.org/10.1108/IJESM-10-2020-0001

Gupta, S. & Agrawal, A., 2021,” ANALYTICAL STUDY OF FINTECH IN INDIA: PRE & POST PANDEMIC COVID-19,” 71 Indian Journal of Economics and Business, Vol 20 No 3 ,pp 33-71

Rawat, A., Gupta, S. and Rao, T.J. (2021), "City gas distribution projects delay in India: a critical assessment of risks", International Journal of Energy Sector Management, Vol. 15 No. 6, pp. 1163-1180. https://doi.org/10.1108/IJESM-09-2020-0005 DOI: https://doi.org/10.1108/IJESM-09-2020-0005

Rawat, A., Gupta, S. and Rao, T.J. (2021), "Risk analysis and mitigation for the city gas distribution projects", International Journal of Energy Sector Management, Vol. 15 No. 5, pp. 1007-1029. https://doi.org/10.1108/IJESM-10-2020-0001 DOI: https://doi.org/10.1108/IJESM-10-2020-0001

Gupta, S. & Kadyan, S; Bhasin, K.N, 2021, “Analytical Study of Behavioral Finance In Bank Merger: Impact of Digitalization”, Academy of Accounting and Financial Studies Journal, Vol 25 No 3, pp 1-17

Swarupa Deshpande; Hiranmoy Roy; Tarun Dhingra; Sumeet Gupta; “Sustainable procurement for improving project performance for oil and gas projects” International Journal of Procurement Management, 2020 Vol.13 No.2, pp.143 – 179, DOI: 10.1504/IJPM.2020.106555 DOI: https://doi.org/10.1504/IJPM.2020.106555

Ravindra Shrivastava; Sumeet Gupta; Ankur Mittal; Brijendra Saxena,” Critical Risk Factors Causing the Time and Cost Overruns of Indian Railway Projects in India” , International Journal of Engineering and Advanced Technology (IJEAT) PP: 5395-5401 | Volume-9 Issue-1, October 2019 |DOI: 10.35940/ijeat.A3075.109119 DOI: https://doi.org/10.35940/ijeat.A3075.109119

Kandpal, V., Mehrotra, R., Gupta, S.” A study of post-demonetization impact of limited-cash retailing in uttarakhand, India” Humanities and Social Sciences Reviews, 2019, 7(5), pp. 1007–1020 DOI: https://doi.org/10.18510/hssr.2019.75134

Rawat, A., Gupta, S., Joji Rao, T., Rai, S.K.’ Natural gas demand estimation for India: Error correction modelling” International Journal of Engineering and Advanced Technology (IJEAT); 2019, 8(5 Special Issue 3), pp. 429–437 DOI: https://doi.org/10.35940/ijeat.E1092.0785S319

Shrivastava, R., Gupta, S., Mittal, A., Saxena, B.” A review on critical risk factors for infrastructure projects in Asian countries” Indian Journal of Economics and Business, 2019, 18(1), pp. 365–387

Gupta, S., Tyagi R., Sharma A. and Singh H, (2021). Human Wealthsurance: Analytical Study on Financial Planning of Community Investors during COVID-19. International Journal of Management (IJM). 12(1), 2021, pp. 1453-1473.

Garg, Amit; Gupta, Sumeet , “A Descriptive Analysis of Risk Management with Specific Reference to High Speed Rail (HSR) in India” Water and Energy International (2021), 64 (8), pp 37-44

Sumeet Gupta, Dr., Manvinder Singh Pahwa, Dr.; “Analysis of Price Volatility in Energy Commodities”FIIB Business Review; 2018 , https://doi.org/10.1177/2455265820110112 DOI: https://doi.org/10.1177/2455265820110112

Book Chapter titled, “Factors affecting the Psychological needs of medical workforce in COVID19 situation “ in the book, “Emotional Intelligence for Leadership Effectiveness” published by Francis and Taylor.

Garg A. and Gupta. S. (2022), Analytical Study of Best Practices for Energy Conservation in MRT Projects, Water and Energy International (2021), 64 (10), pp 37-44

Rawat, A., Gupta, S. and Rao, T.J. (2022), "A review on prospective risks and mitigation for oil and gas projects: implication for Indian CGD companies", International Journal of Energy Sector Management, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/IJESM-01-2021-0016 DOI: https://doi.org/10.1108/IJESM-01-2021-0016

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Published

30.03.2022

How to Cite

Gupta, S. and Mritunjay Rawat (2022) “Machine Learning : A Contributor to Sustainable Development Goal: Machine Learning : A Contributor to Sustainable Development Goal”, Journal of Global Economy, 18(1), p. 67.83. doi: 10.1956/jge.v18i1.638.

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