Ethics, Bias, and Fairness in Data Science

“Ethics, Bias, and Fairness in Data Science” sets out a careful, systematic study of data analysis, modelling, and the methods behind data-driven decision-making, the work of Mahipal Chahar. Explanations move from established groundwork to contemporary questions, with terminology introduced as it is needed. Aimed at data-science students, analysts, and researchers, it is published by Khushbu Publications, Bengaluru, India under its Oxford Academic Publications imprint, and released in 2026.