Machine learning algorithms revolutionize real-world applications and fog computing.
Machine learning is a type of artificial intelligence that helps computers learn from data and make decisions on their own. It is a rapidly growing field in computing. This chapter explores the basics of machine learning theory and how it is used to create practical algorithms. The focus is on different types of machine learning, its importance in real-world applications, popular algorithms, and their impact on fog computing. The chapter also suggests future research directions for machine learning algorithms.