Edward C. answered 04/12/15
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Caltech Grad for math tutoring: Algebra through Calculus
Let L = Letter, N = Number
On the 1st pick P(L) = 1/2 and P(N) = 1/2
If you replace then P remains the same on the 2nd pick so
P(LL) = (1/2)*(1/2) = 1/4
P(LN) = (1/2)*(1/2) = 1/4
P(NL) = (1/2)*(1/2) = 1/4
P(NN) = (1/2)*(1/2) = 1/4
Of these 4 possible outcomes, 2 have 1 L and 1 N, they are P(LN) + P(NL) = 1/4 + 1/4 = 1/2
The probability of picking L first and N second is P(LN) = 1/4
If you do not replace then P changes on the 2nd pick
P(LL) = (1/2)*(4/9) = 4/18
P(LN) = (1/2)*(5/9) = 5/18
P(NL) = (1/2)*(5/9) = 5/18
P(NN) = (1/2)*(4/9) = 4/18
P(LN) + P(NL) = 5/18 + 5/18 = 10/18 = 5/9
P(LN) = 5/18
If you pick 3 with replacement then
P(LLL) = (1/2)*(1/2)*(1/2) = 1/8
P(LLN) = (1/2)*(1/2)*(1/2) = 1/8
P(LNL) = (1/2)*(1/2)*(1/2) = 1/8
P(LNN) = (1/2)*(1/2)*(1/2) = 1/8
P(NLL) = (1/2)*(1/2)*(1/2) = 1/8
P(NLN) = (1/2)*(1/2)*(1/2) = 1/8
P(NNL) = (1/2)*(1/2)*(1/2) = 1/8
P(NNN) = (1/2)*(1/2)*(1/2) = 1/8
3 of these have 2 letters and 1 number, they are P(LLN) + P(LNL) + P(NLL) = 3/8
P(LLN) = 1/8
If you pick 3 without replacement then
P(LLL) = (1/2)*(4/9)*(3/8) = 12/144
P(LLN) = (1/2)*(4/9)*(5/8) = 20/144
P(LNL) = (1/2)*(5/9)*(4/8) = 20/144
P(LNN) = (1/2)*(5/9)*(4/8) = 20/144
P(NLL) = (1/2)*(5/9)*(4/8) = 20/144
P(NLN) = (1/2)*(5/9)*(4/8) = 20/144
P(NNL) = (1/2)*(4/9)*(5/8) = 20/144
P(NNN) = (1/2)*(4/9)*(3/8) = 12/144
P(LLN) + P(LNL) + P(NLL) = 20/144 + 20/144 + 20/144 = 60/144 = 5/12
P(LLN) = 20/144 = 5/36