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5 cards from this section. Quick, good the night before a test.
What is algebra used for in AI?
Think about how we represent equations.
Give one example of geometry in AI.
Think about visual data.
What mathematical area helps in managing uncertainty?
Remember its application in spam filters.
True or False: Linear Algebra is essential for image processing.
Think about pixels as matrices.
Using a simple dataset of student marks, analyze the data using both statistics and probability to predict who might achieve the highest score in the next exam.
Consider how historical performance impacts future predictions.
Create a simple neural network cost function using algebra to illustrate how weights can affect predictions based on input variables.
Focus on how changing weights might improve prediction accuracy incrementally.
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