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@jemoka / Jemoka Knowledge Base / raw/course/cs109_midterm/kbhsu_cs109_midterm.md
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--- title: "SU-CS109 Midterm" source: https://www.jemoka.com/posts/kbhsu_cs109_midterm/ --- standard normal density function, and formula for phi for ARBITURARY normals (x-u/sigma) practice using inverse phi BEWARE that sigma is not sigma squared PDF AND CDF, Mean, Var, params, Generative Story for: uniform distribution and the normal distribution all of these continuity correction permutation and combinations formula counting formulas: binning, stars and bars, and the counting methods tree from beginning of class probability theorems: law of total probabaly, baysian, demorgans, counting with and and or multinomial distribution binomial coefficient (i.e. combinations formula), multinomial coefficient joint probability distribution and their table Naive Bayes divison ratio trick relative probability