Which term describes a technology approach that improves through experience and data analysis?

Study for the Praxis School Librarian (5312) Test. Enhance your knowledge with flashcards and multiple-choice questions, complete with hints and explanations. Get ready to excel on your exam!

Multiple Choice

Which term describes a technology approach that improves through experience and data analysis?

Explanation:
The idea being tested is a technology approach that gets better through experience and data analysis. Machine learning fits this description because it builds models that learn from data and improve their performance as more data (experience) is analyzed. Through training, the model adjusts its internal parameters to better predict or classify outcomes, reducing errors and increasing accuracy over time. While artificial intelligence is a broad umbrella that can include systems that don’t learn from data, machine learning specifically hinges on data-driven learning and improvement. Digital Research Skills and Information Access aren’t about automatic improvement from data analysis, so they don’t match this concept.

The idea being tested is a technology approach that gets better through experience and data analysis. Machine learning fits this description because it builds models that learn from data and improve their performance as more data (experience) is analyzed. Through training, the model adjusts its internal parameters to better predict or classify outcomes, reducing errors and increasing accuracy over time. While artificial intelligence is a broad umbrella that can include systems that don’t learn from data, machine learning specifically hinges on data-driven learning and improvement. Digital Research Skills and Information Access aren’t about automatic improvement from data analysis, so they don’t match this concept.

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