Teaching language is often, like many other things in life, determined by fashion. It is quite fashionable in many English speaking countries to use phonics when teaching children, but it's not something that is done in 100% of schools, and it wasn't always done in the past. Personally, as far as I remember, I wasn't taught using a phonics approach and I didn't really learn to read until much later than most other children, but I believe this was because I wasn't interested in the simple stories in kids books. Once I discovered more exciting stories, I had the motivation to read, and that's what really helped me to learn how. I think every person is different but one of the criticisms of phonics approaches are that they don't always teach in context, and many people think learning in context is the best way.
When we 'learn' a word it's not simply a case of seeing or hearing the word once, understanding (or translating) it. In fact we often need to see, hear, use a word many times (researchers think the average is about 10 times) before we really learn it.
Please don't misunderstood me, there are a number of different books, websites, apps that can help you with a phonics based approach, but I just wanted to say "Relax, don't worry if you can't remember how to pronounce a word the second time you see it."