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Every page names what to read before it. Here is the whole library at once: a dot for each page, its topic down the side, and how far it stands from a starting point across. Pick a dot to see the way to it.
Pick the parameters that make the observed data as probable as possible. Nearly every loss function in machine learning is this rule with a minus sign and a logarithm in front of it.