Step 1: Number of ways to choose the president, secretary, and treasurer.
We are selecting 3 people from 20 candidates:
\[
\text{Ways to choose president, secretary, and treasurer} = \binom{20}{3} = 20 \times 19 \times 18 = 6840
\]
Step 2: Number of ways to choose the remaining 4 members.
After selecting the first 3, there are 17 candidates left, and we need to select 4 more members:
\[
\text{Ways to choose 4 members} = \binom{17}{4} = \frac{17 \times 16 \times 15 \times 14}{4 \times 3 \times 2 \times 1} = 2380
\]
Step 3: Total number of possible boards.
Multiplying the two results:
\[
\text{Total ways} = 6840 \times 2380 = 16,279,200
\]
Final Answer:
\[
\boxed{16,279,200}
\]