Handling Invalid Values

NumPy arrays can sometimes contain special values

• NaN → Not a Number

• inf → Infinity

• -inf → Negative Infinity

Step 1:

Output:

Replace Values

Step 1:

Output:

• Nan -> 0 and inf -> 1

Output: