Do I need cloud web hosting?

That depends on what you are trying to accomplish. If you are setting up a personal blog, or a website for a small non-technical business or local non-profit, you may be able to do everything you need on a shared hosting plan.
If you anticipate high traffic numbers, and you need to be able to scale your website’s capabilities quickly, then you might benefit from a cloud hosting plan.