Navigating the Ethical Landscape of Datasets: Mitigating Bias and Fostering Fairness
Introduction: In the age of data-driven decision-making, the ethical considerations surrounding datasets have become a critical aspect of technological advancements. The datasets that fuel machine learning algorithms play a pivotal role in shaping outcomes across various domains, from finance to healthcare and beyond. However, the presence of bias in datasets and the resulting unfair outcomes … Read more