Machine Learning vs. AI: What’s the Difference? – Analytics Insight

Machine Learning vs. AI: What’s the Difference?

Artificial Intelligence (AI) and Machine Learning (ML) are two terms that are often used interchangeably, leading to confusion about their actual meaning and differences. While both AI and ML are related to the field of computer science and have the ability to perform tasks that typically require human intelligence, they are not the same thing. Let’s delve into the distinctions between AI and ML.

Artificial Intelligence, as the name suggests, refers to the development of computer systems that can perform tasks that would typically require human intelligence. AI aims to create machines that can simulate human thinking and decision-making processes. It encompasses a broad range of techniques and approaches, including natural language processing, computer vision, expert systems, and more. AI systems are designed to understand, reason, learn, and adapt to new situations, making them capable of performing complex tasks.

On the other hand, Machine Learning is a subset of AI that focuses on enabling machines to learn from data and

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