“Probabilistic Machine Learning for Financial Market Volatility, Credit Risk, and Uncertainty-Aware Prediction”. International Journal of Cybersecurity, Digital Systems and Technologies, vol. 1, no. 1, Jan. 2026, pp. 01-10, https://essaypublication.in/index.php/IJCSDST/article/view/IJCDST-v101.