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Variance

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/ˈvɛər.i.əns/

noun … “how wildly values dance around their mean.”

Expectation Value

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/ˌɛk.spɛkˈteɪ.ʃən ˈvæl.juː/

noun … “the long-run average of chance.”

Random Variable

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/ˈræn.dəm ˈveə.ri.ə.bəl/

noun … “a number that dances with chance.”

Probability Distribution

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/prəˌbæb.əˈlɪ.ti dɪs.trɪˈbjuː.ʃən/

noun … “the blueprint of uncertainty.”

Dimensionality Reduction

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/ˌdɪˌmɛn.ʃəˈnæl.ɪ.ti rɪˈdʌk.ʃən/

noun … “simplifying the world by keeping only what matters.”

Eigenvalue

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/ˈaɪˌɡənˌvæl.juː/

noun … “the scale factor of a system’s intrinsic direction.”

Eigenvector

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/ˈaɪˌɡənˌvɛk.tər/

noun … “the direction that refuses to bend under transformation.”

Covariance Matrix

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/ˌkoʊ.vəˈriː.əns ˈmeɪ.trɪks/

noun … “a map of how variables wander together.”

Linear Algebra

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/ˈlɪn.i.ər ˈæl.dʒə.brə/

noun … “the language of multidimensional space.”

Support Vector Machine

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/səˈpɔːrt ˈvɛk.tər məˌʃiːn/

noun … “drawing the widest boundary that separates categories.”

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