Step 1: Understanding the exponential growth.
The problem describes exponential growth, which follows the equation:
\[
N(t) = N_0 e^{kt}
\]
where \( N_0 \) is the initial number of bacteria, \( k \) is the rate constant, and \( t \) is the time.
Step 2: Using the doubling time.
Since the number of bacteria doubles in 4 hours, we have the relation:
\[
2N_0 = N_0 e^{4k}
\]
Solving for \( k \), we get \( e^{4k} = 2 \), so \( k = \frac{\ln 2}{4} \).
Step 3: Finding the number of bacteria after 12 hours.
Using the equation \( N(t) = N_0 e^{kt} \), we calculate the number of bacteria after 12 hours:
\[
N(12) = N_0 e^{12k} = N_0 e^{12 \cdot \frac{\ln 2}{4}} = N_0 \cdot 8
\]
Thus, the number of bacteria after 12 hours is \( 8N \), which makes option (C) the correct answer.