Think of binary like the light switch in your room that turns on and off your ceiling light.
0 is off
1 is on
This is also called base 2, because there are only 2 numbers.
Think about the numbers you already know. They are called base 10 because when you get to 9 you start over at 10, same thing when you get to 99 you start over at 100. So it is base 10, because there are 10 numbers 0 1 2 3 4 5 6 7 8 9 used to build every number.
Back to base 2
Now think about some other light switches in your house that are side by side. So you can have two lights off or on or one off and one on.
With a pair of switches you can count from 0 to 3 because there are 4 different combinations.
00 = off off = 0 in base 10
01 = off on = 1 in base 10
10 = on off = 2 in base 10
11 = on on = 3 in base 10
Notice that you always use 0 and 1, so it is base 2, because there are only 2 numbers used to build every number.
What if you have 3 light switches next to each other and you can turn off or on 3 different lights. How many different combinations are there? There are 2 to the power of 3 combinations or 2 times 2 times 2 = 8
000 = off off off = 0 in base 10
001 = off off on = 1 in base 10
010 = off on off = 2 in base 10
011 = off on on = 3 in base 10
100 = on off off = 4 in base 10
101 = on off on = 5 in base 10
110 = on on off = 6 in base 10
111 = on on on = 7 in base 10
Now you try this with 4 light switches. You can have 2 to the power of 4 combinations, or 2 * 2 * 2 * 2 = 16 different combinations, or you can count from 0 to 15 in base 2.
You can keep doing this forever.