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AI & ML · Probability for ML

Joint & marginal distributions

353 problems in this skill, each with a solver-verified answer key. Answers are checked the moment you submit — with a hint if you want one and a worked solution afterwards.

What the problems look like

A few statements from this skill. Answers, hints and worked solutions live in the practice session.

  1. Warm-up

    Independent random variables XX and YY are each discrete uniform: XX on {1,2,…,6}\{1, 2, \ldots, 6\} and YY on {1,2,…,3}\{1, 2, \ldots, 3\}, so all 1818 pairs (X,Y)(X,Y) are equally likely. Find P(X≤5,Y≤1)P(X \le 5, Y \le 1), giving your answer as a fraction.

  2. Warm-up

    Independent random variables XX and YY are each discrete uniform: XX on {1,2,…,6}\{1, 2, \ldots, 6\} and YY on {1,2,…,5}\{1, 2, \ldots, 5\}, so all 3030 pairs (X,Y)(X,Y) are equally likely. Find P(X≤5,Y≤2)P(X \le 5, Y \le 2), giving your answer as a fraction.

  3. Warm-up

    Independent random variables XX and YY are each discrete uniform: XX on {1,2,…,6}\{1, 2, \ldots, 6\} and YY on {1,2,…,6}\{1, 2, \ldots, 6\}, so all 3636 pairs (X,Y)(X,Y) are equally likely. Find P(X≤6,Y≤2)P(X \le 6, Y \le 2), giving your answer as a fraction.

Problems shown under their original terms: Generated (template, solver-computed).

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