Normalize Columns in Binomial Matrix Efficiently

Scenario

Write code that creates a 100×100 matrix of Binomial(1, 0. 5) samples and normalizes each column so it sums to 1.

Question

Provide an efficient algorithm (language of your choice) to perform the above task in O(n²) time.

Hints

Vectorized NumPy operations beat nested loops.