Numpy version conflict

[rnb007]

We should update codebase wrt to numpy version 2.0 or limit the numpy version to 1.xx to avoid compatibility issues.

[arj7192]

Is there any particular chapter where code breaks because of this? Happy to resolve this, as per the case.