Page 32 - AI & Machine Learning for Beginners: A Guided Workbook

Data: The Fuel for Learning

At the core of Machine Learning (ML) is data—the essential fuel
that drives AI models to learn, make predictions, and adapt over
time. Just like a car runs on fuel, ML models rely on data to
function effectively.

"Garbage In, Garbage Out" Principle

If poor-quality data (inaccurate, biased, or incomplete) is fed

into an ML system, the results will be unreliable.
On the other hand, high-quality, well-structured data ensures

more accurate and meaningful AI outcomes.

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