Explain the concept of machine learning and its applications.
Machine learning is a subset of artificial intelligence that enables systems to learn from data and improve their performance over time without explicit programming. It involves the use of algorithms that can recognize patterns and make predictions based on input data. Applications of machine learning are vast, ranging from image and speech recognition to predictive analytics in finance and healthcare, significantly transforming how industries operate.