This multi-part problem evaluates probabilistic reasoning, combinatorics and counting, expected-value computation, Bayes' inference, circular permutation constraints, algebraic Diophantine modeling, relative-speed calculations, and logical deduction under truth/lie rules in the Statistics & Math category for Data Scientist roles.
Below are several independent interview-style math/logic questions.
You see only spiders, chickens, and cows in a barn.
How many spiders are there?
Five toddlers (Anna, Brian, Charlie, Dixie, Eva) sit around a round table (rotations considered the same). Constraints:
Given Dixie is sitting immediately to the right of Anna, who is sitting immediately to the left of Brian?
Factory A produces 40% red, 60% black widgets. Factory B produces 80% red, 20% black widgets.
Given both widgets are black, compute .
Roll three fair 6-sided dice.
Compute the expected return per roll.
Each customer buys exactly one item.
Compute the probability the croissants are sufficient (i.e., at most 2 customers request a croissant).
Asta (A), Bronya (B), and Clara (C) have distinct numbers of cats. Rule:
Conversation:
How many cats does Bronya have?
River current flows at 2 mph (constant). The two friends paddle at constant speed mph relative to the water.
What time did they leave on Day 2? (hh:mm)
You baked:
How many distinct ways are there to arrange 5 cookies in a line?
Three cats compete. Their win probabilities are:
You pick a cat uniformly at random to cheer for. You are told the cat you picked did not win. Compute the probability you picked the most athletic cat.
A spinner has 3 regions with landing probabilities , , and .
Compute the expected number of spins needed to have landed in at least two distinct regions.
Time is continuous in days. Each flower’s start day is uniform on , independent.
Compute the probability their bloom intervals overlap (i.e., they are simultaneously in bloom for a nonzero amount of time).
A deck has 8 cards: two 10s, two Js, two Qs, two Ks. You are dealt 4 cards without replacement.
Define a “pair” as having both cards of the same rank. Compute the expected number of pairs in the hand.
You start with 3 tokens and want to reach 5 tokens before hitting 0. Each turn, you bet as many tokens as possible but not more than needed to reach 5 (the “bold play” strategy). You win each bet with probability ; otherwise you lose.
Compute the probability of reaching 5 before 0.
A frog travels from to .
How many valid paths are there?
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