Machine learning, a subset of artificial intelligence, has revolutionized various industries by enabling computers to learn from data and improve their performance over time. This Amrita AHEAD guide provides a comprehensive overview of machine learning, covering its key concepts, techniques,models such as supervised and unsupervised machine learning and applications.