Substituting values in NumPy array using a dictionary is giving ambiguous results, why is that?

Question

So, I have an array with some words an I\'m trying to perform one-hot encoding.

Let\'s say the input is AI DSA DSA AI ML ML AI DS DS AI C AI ML ML C