Practice question
Which statement best distinguishes machine learning from a conventional algorithm?
- A conventional algorithm follows fixed, explicitly human-written rules for every situation, whereas a machine-learning system infers patterns from data to improve its performance on a task
- A conventional algorithm can only run on computers, while machine learning runs without any computer
- Machine learning eliminates the need for data and produces certifiably correct answers
- A conventional algorithm learns new rules by itself whenever the internet is available
Answer: A — A conventional algorithm follows fixed, explicitly human-written rules for every situation, whereas a machine-learning system infers patterns from data to improve its performance on a task
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