Matematika datorikiem

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Kas jāzina datoriķim no matemātikas un teorijas.

Šis nebūt nav izsmeļošs saraksts, un nav arī sakārtots, bet tēmas un atslēgvārdi, ar ko nācies vairākkārt praktiski saskārties.

  • Markov model
  • Hidden Markov model
  • Markov chains
  • PCA - principal component analysis
  • Kalman filter
  • Particle filter
  • Fourier transformation (wikipedia, Video lekcija no Stanford U., DSPGuide par DFT)
  • Standard deviation
  • Expected value
  • Convolution
  • Correlation
  • Point spread function
  • Information entropy
  • Shannon's theorem (Noisy-channel coding theorem) - (Wikipedia)
  • Nyquist rate - (Wikipedia)