Machine Learning — Mains Questions

Discuss the transformative potential of Machine Learning in enhancing governance and public service delivery in India. What are the key ethical and regulatory challenges that need to be addressed for its responsible deployment?

Critically examine the role of government policies and initiatives, such as NITI Aayog's National Strategy for AI and the Digital Personal Data Protection Act, 2023, in fostering and regulating the Machine Learning ecosystem in India.

Distinguish between Supervised, Unsupervised, and Reinforcement Learning, providing a relevant example of each in the context of India's socio-economic development. What are the ethical considerations unique to each type?