Ethics, Bias, and Fairness in Data Science

“Ethics, Bias, and Fairness in Data Science” is a hardcover academic volume that explores data analysis, modelling, and the methods behind data-driven decision-making, the work of Mahipal Chahar. Each chapter builds on the last, guiding readers from fundamentals through to more advanced material. Aimed at data-science students, analysts, and researchers, it is published by Khushbu Publications, New Delhi, India under its Oxford Academic Publications imprint, and released in 2026.