Avichal said:
Its still not clear - infinity is just a concept to represent something which is limitless.
Natural numbers, integers, prime numbers, rational numbers are all limitless. There is no bound on their limits. So they are all infinite. Its hard to treat each infinity as different.
How do I visualize each infinity as different?
It's easy to learn to do this.
The trick is to forget the philosophy and learn the math.
We may or may not have a sense of the nature of philosophical infinity -- the cosmos, the universe and everything in it, the limitlessness of possibility, etc etc etc.
Forget all that. Just put it aside. Save it for later if you enjoy contemplating it. But it has nothing to do with the mathematical study of infinity.
For the moment, just study the math.
There are sets that can be put into 1-1 correspondence with the natural numbers. There are sets that can't be put into 1-1 correspondence with the natural numbers
After you've become familiar with the basic proofs -- by familiar, I mean you work through them over and over till you can reproduce them at will and you begin to understand their content -- you'll be able to visualize the different infinities. You'll develop intuition about when a set is likely to be countable or uncountable.
Like anything else, the more you do it, the better you get at it.
It's a reasonable philosophical position that set theory does not capture everything about the philosophical infinity. After all, if we can talk about it, it must not really be the real infinity! As Lao Tzu said, The Tao that can be spoken of is not the ineffable Tao. This is pretty much what he was getting at.
Cantor himself had many mystical views and tried to relate them to his discoveries in set theory. Nowadays Cantor's set theory is ubiquitous in math; but his philosophy's all but ignored and forgotten.
I hope some of this helps. You can study set theory and get a very good sense of the relative sizes of infinite sets. Whether that satisfies one's personal intuition about the philosophical infinity is a different question. What tends to happen is that mathematicians don't care much about philosophical issues; but philosophers do. Most mathematicians don't worry too much about philosophy. But there are some serious philosophers of math who do give these matters some thought.
There's a very excellent book that discusses the mathematics of infinity in the context of the quest for the "actual" infinite, whatever that means. It's called Infinity and the Mind by Rudy Rucker.
https://www.amazon.com/dp/0691001723/?tag=pfamazon01-20
One time I was reading it before bedtime and fell asleep half-dreaming of the tower of countable ordinals. It was a disconcerting and dizzying experience.
The ordinals are much stranger than the cardinals in fact. The cardinals are the Alephs. But even with a set of a given cardinality, such as a countable set, there are many ways of ordering the set; and then ordering all the different orders. I find the ordinals much more mind-boggling than the cardinals.