## Selecting elements with a Numpy Array

To select items in a Numpy array, we can use the same notation as normal python arrays. In the example below, we create an array using the special `arange`

method. Then, we show how to select a single element, and how to select multiple elements using the python slice.

```
# create a numpy array from a range 0 to 11
arr = np.arange(0, 11)
# Selecting an array like a normal python array
print(arr[3])
# Using the slice notation like numpy to select 1 up to 5 (does not include 5)
print(arr[1:5])
# Select up to 4
print(arr[:4])
# select after 3
print(arr[3:])
```