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Timo Koski | PROBABILITY CALCULUS FOR DATA SCIENCE häst reflektioner om livetTHE TEXT PRESENTS basic tools of probability calculus: measurability and sigma algebras, characteristic functions and generating functions, convergence of probability distributions, the Central Limit Theorem, convergence of random variables, the Laws of Large Numbers, exponential family of distributions, multivariate normal distributions and conditional distributions. Stochastic processes included are Gaussian processes and Wiener processes (Brownian