$1.$ Create an array of $10$ zeros.

$2.$ Create an array of all the even integers from $10$ to $50.$

$3.$ Create a $3$x$3$ matrix with values ranging from $0$ to $8$

$4.$ Create a $3$x$3$ identity matrix

$5.$ Use NumPy to generate a matrix $(5$x$4)$ consisting of $20$ random integers.

$6.$ Create an array of $20$ linearly spaced points between $0$ and $1$:

$7.$ Write code that slices the matrix below $($items in red only$).$

array$([[1,2,3,4,5],$

$[6,7,8,9,10],$

$[11,12,13,14,15],$

$[16,17,18,19,20],$

$[21,22,23,24,25]])$

$8.$ Write code that slices the matrix below $($items in red only$).$

array$([[1,2,3,4,5],$

$[6,7,8,9,10],$

$[11,12,13,14,15],$

$[16,17,18,19,20],$

$[21,22,23,24,25]])$

$9.$ Write code that slices the matrix below $($items in red only$).$

array$([[1,2,3,4,5],$

$[6,7,8,9,10],$

$[11,12,13,14,15],$

$[16,17,18,19,20],$

$[21,22,23,24,25]])$