An Introduction to Machine Learning
Machine learning is a rapidly growing field that has applications in a wide range of industries, from healthcare to finance to technology. At its core, machine learning is a method of teaching computers to learn from data, without being explicitly programmed. It is a subset of artificial intelligence that enables machines to learn and improve from experience. The field of machine learning has evolved significantly over the years, starting from rule-based systems to today's complex deep learning models. The availability of vast amounts of data and computational power has fueled the growth of machine learning in recent years. With the advent of big data, machine learning algorithms can process vast amounts of data quickly and accurately, making it an ideal tool for tasks such as image recognition , natural language processing , and fraud detection . Types of Machine Learning Machine learning can be categorized into three main types: Supervised Learning Supervised learning is a type...