From Degrees to Jobs: Modeling Employment Prospects of Postgraduates in India through Machine Learning

Authors

  • Ujwal Prakash and Dr. Manisha Ashish Mehrotra

Keywords:

Employability Prediction, Logistic Regression, Postgraduate Students, Employment Uncertainty, and Higher Education in India.

Abstract

The higher education sector of India has experienced fast growth which results in yearlyproduction of millions of postgraduate students. Academic qualifications do not ensureemployment opportunities because employability continues to be a major issue in the job market.
The labor market faces uncertainty because of this mismatch which threatens the successful utilization of the nation's demographic dividend.

References

Almeida, F., & Simoes, J. (2020). The role of higher education institutions in promoting employability skills in the digital age. Education and Information Technologies, 25(4), 1–15. https://doi.org/10.1007/s10639-020-10148-6

Bajpai, N., & Verma, S. (2021). Employability challenges of Indian graduates: Role of curriculum and industry interface. Higher Education for the Future, 8(1), 24–40. https://doi.org/10.1177/2347631120970691

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Published

2024-07-20

How to Cite

Ujwal Prakash and Dr. Manisha Ashish Mehrotra. (2024). From Degrees to Jobs: Modeling Employment Prospects of Postgraduates in India through Machine Learning. Journal of Computational Analysis and Applications (JoCAAA), 33(07), 2602–2630. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/3640

Issue

Vol. 33 No. 07 (2024): JOCAAA

Section

Articles

License

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.