unit structure unit structure introduction operations using numpy why numpy instead of lists importing numpy how to install numpy in pycharm common functions of numpy simple program using numpy array how numpy is better than lists in terms of memory management how numpy is faster and more convenient than lists in terms of time operations on arrays array arithmetic arithmetic operations aggregation let' sum up references page