How is machine learning related to AI?

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Khushi Singh · Answer

Machine learning (ML) is a subset of artificial intelligence (AI). AI refers to the broader concept of creating machines that can simulate human intelligence, while ML focuses specifically on enabling machines to
learn from data and improve their performance over time without being explicitly programmed.
Key Relationship:
AI is the goal, and ML is a way to achieve it.ML uses algorithms and statistical models to train systems to recognize patterns, make decisions, or predict outcomes.All ML is AI, but not all AI involves ML (e.g., rule-based systems are AI but not ML).
Example:
AI: Building a chatbot that simulates human conversation.ML: Training the chatbot to improve responses based on past interactions.

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How is machine learning related to AI?

Sandra Emily

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