What is an example of a vector vector multiplication

2*3=6

(1,2,3) * (4,5,6) = (4,10,18)

(1,2,3) * (4,5,6) = 23

(1,2,3) * (4,5,6) = 32

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w %*% x = 0.3 * 3 + 0.5 * 5 + 0.7 * 7

w %*% x = 0.3 + 3 * 0.5 + 5 * 0.7 + 7

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Time-series analysis

Any type of sequence processing including Text and DNA

Image Classification

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X – The same data as on the left hand side

y – The actual labeled data

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PCA – Principal Component Analysis

t-SNE – the t-distributed stochastic neighbor embedding

Deep Neural Network Auto Encoder

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Gradient Descent

Montecarlo

Grid Search

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(0,0,0,0,0,0,1,0,0,0)

(1,0,0,0,0,0,1,0,0,0)

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