What are some common errors I might encounter when using NumPy?

What are some common errors I might encounter when using NumPy?

Some common errors include shape mismatches, type errors, and indexing errors. Would you like examples of each?

Yes, please provide examples of shape mismatches.

A shape mismatch error occurs when you try to perform operations on arrays of different shapes. For example, adding a (3, 2) array to a (2, 3) array will raise an error.

How can I fix a shape mismatch error?

You can fix it by reshaping one of the arrays using the reshape() method or ensuring both arrays have compatible shapes before performing operations.

What about type errors?

Type errors often occur when you try to perform operations on incompatible data types, like adding a string to a number. You can fix this by ensuring all elements are of compatible types.