
Machine Learning: Decoding Bias And Building Fairer AI
Machine learning (ML) is rapidly transforming industries, from healthcare to finance, by enabling computers to learn from data without explicit programming. This dynamic field, a subset of artificial intelligence (AI), empowers systems to identify patterns, make predictions, and improve their performance over time. Understanding the core concepts, applications, and potential impact of machine learning is crucial for anyone looking to navigate the modern technological landscape.
What is Machine Learning?
Definition and Core Concepts
Machine learning, at its core, is about creating algorithms that can learn from data. Instead of being explicitly programmed for every possible scenario, ML algorithms are trained on datasets, allowing them to improve their accuracy and predictions as they are e...