Machine learning is best described as a type of algorithm by which?

Machine learning is best described as a type of algorithm by which?
A . Systems can mimic human intelligence with the goal of replacing humans.
B . Systems can automatically improve from experience through predictive patterns.
C . Statistical inferences are drawn from a sample with the goal of predicting human intelligence.
D . Previously unknown properties are discovered in data and used to predict and make improvements in the data.

Answer: B

Explanation:

Machine learning (ML) is a subset of artificial intelligence (AI) where systems use data to learn and improve over time without being explicitly programmed. Option B accurately describes machine learning by stating that systems can automatically improve from experience through predictive patterns. This aligns with the fundamental concept of ML where algorithms analyze data, recognize patterns, and make decisions with minimal human intervention.

Reference: AIGP BODY OF KNOWLEDGE, which covers the basics of AI and machine learning concepts.