Take this example to understand why there is no absolute speed nor absolute velocity.
Now, suppose there is a train, you are standing on the ground and the train is moving, you see it moving at 100 km/h (east let's say).
Then you drive your car, and go in the speed of 100 km/h along with the train, now you see that the speed of the train is 0 km/h.
On earth, this is easy to explain, although you see the speed of the train as 0 km/h , but you know that your velocity comparing to Earth is 100 km/h east, so you can figure out that the velocity of the train next to you is 100 km/h east comparing to earth.
But now, suppose that this train, and your car are in the middle of space, and there is nothing round you, it is like if ALL The universe is only the train, your car and yourself.
You look from the window, you see that the train next to you is not moving comparing to you.
Now, how can you know what is the absolute speed of you or the train ?
You see, if it was 10 km/h for both of you, you would experience that same as if it was 100 km/h or 200 km/h or 0 km/h, so it is imposible to know the absolute speed of neither you nor the train (i think now you have a good idea about why there is no absolute speed).
Now, let's come back to Earth to give another example that might be even better !
You are on the train (on the roof of the train), the train is moving 100 km/h east, you shoot a ball from the train, from what you see (or what in physics we call 'from your frame of refference'), the ball is moving 10 km/h east.
Your friend on the ground is watching the train and you while you are kicking the ball, he sees that the train's velocity is 100 km/h east, and that the ball's velocity is 110 km/h east.
Remember that your friend on ground is only comparing the velocities to his velocity (or to the ground).
Now, you can take into account that the Earth itself is moving, so the velocity of the train as a person on the sun sees is not the way your friend sees it, he will have to add the vector of velocity of Earth to the vector of velocity of the train (as your friend sees it) to get what the guy on the sun is seeing !
Let's go a little further, how do we know that our solar system is not moving too ! so the guy in the middle of the milkyway will see the velocity of the train different from the guy on the sun, different from the guy on the earth, and different from the guy on the train !
How do we know that that even the milkyway is not moving ? it might be moving and another person will see the train's velocity even different.
Now, who is right ?
If there was a point in space that is known to be the center of the universe (a point that does not move at all), then we could say that all speed comparing to that point are right and absolute, but there is no such point !
So, there is no absolute velocity, all you can do is compare velocities to your own velocity (and same applies for speeds).