Concept:
Use the principle of inclusion--exclusion.
\[
\boxed{n(A\cup B)=n(A)+n(B)-n(A\cap B)}
\]
where
• \(A\): Multiples of \(3\)
• \(B\): Multiples of \(4\)
Step 1: Find the multiples of \(3\).
\[
\left\lfloor\frac{150}{3}\right\rfloor=50.
\]
So, there are \(50\) multiples of \(3\).
Step 2: Find the multiples of \(4\).
\[
\left\lfloor\frac{150}{4}\right\rfloor=37.
\]
So, there are \(37\) multiples of \(4\).
Step 3: Find the common multiples.
The LCM of \(3\) and \(4\) is
\[
12.
\]
Hence,
\[
\left\lfloor\frac{150}{12}\right\rfloor=12.
\]
Thus, there are \(12\) numbers that are multiples of both \(3\) and \(4\).
Step 4: Apply inclusion--exclusion.
\[
n(A\cup B)
=50+37-12
=75.
\]
Therefore,
\[
\text{Probability}
=\frac{75}{150}
=\frac12.
\]
Step 5: Final conclusion.
Hence,
\[
\boxed{\frac12}
\]
is the required probability.