Introduction to AI and Machine Learning

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Algorithm

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A set of step-by-step rules that tells a computer what to do.

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Artificial Intelligence

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A technology made by people that uses data to recognize patterns, make decisions, and improve over time.

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Confidence Score

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A number that shows how sure the machine learning algorithm is about its prediction. The least sure is 0% and the most sure is 100%.

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Data

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Information like text, numbers, images, sounds, and videos.

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Dataset

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A collection of curated data

• Images: measurements (time, views, inches, etc) Text Video recordings!

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Data Bias

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Happens when we have incomplete or incorrect data which can lead to unfair or wrong output.

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Feature

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A special detail that helps us recognize or describe something.

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Human-centered Design

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An approach to building things that focuses on what people need and want first.

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Machine Learning (ML)

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The study of how computers learn from examples to recognize patterns. This is one field or approach to AI.

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Model

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A computer program that makes predictions based on the patterns it learns from data.