What's the difference between Machine Learning and AI?

The main difference between Artificial Intelligence (AI) and Machine Learning (ML) is as follows ¹ ² ³ ⁴: - AI refers to the broad field focused on creating machines that can perform tasks that typically require human intelligence, such as visual perception, speech recognition, decision-making, and natural language processing. - Machine Learning (ML) is a subfield of AI that involves teaching machines to learn from data without being explicitly programmed. - The goal of AI is to increase the chance of success and not accuracy, whereas the aim of ML is to increase accuracy. - AI is a broader concept that includes various methods for creating intelligent machines, including rule-based systems, expert systems, and machine learning algorithms. - AI systems can be used to solve complex problems in various fields, such as healthcare, finance, and transportation. - Machine Learning is primarily used for pattern recognition, predictive modeling, and decision-making in fields such as marketing, fraud detection, and credit scoring. read less