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# Disertation | ||
# Disertation | ||
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Machine learning is turning things(data) [images, text, tabels of numbers, video, audio, etc] into numbers and finding patterns in those numbers. | ||
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Finding patterns is the computer (algorithm) job | ||
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Algorithm = code that executes math | ||
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AI(ML(DL)) | ||
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Noraml programming: | ||
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Inputs + Rules = Output | ||
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ML Programming: | ||
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Supervised learning (figure out the relationship between input/output) | ||
Inputs + Outputs = Rules | ||
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ML Scope is to find out the rules (relationship betewwwn input/output) | ||
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ML good for structured data! | ||
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Great Algorithm for ML(strucured data) -> Gradient Boosted Machine (XGBoost) | ||
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Turning patterns into numbers |