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Some of the edible species have poisonous lookalikes, while some don't.

Here, beginners are advised to only pick extremely easily recognizable mushrooms like various Boletus (Tatti).

https://en.wikipedia.org/wiki/Boletaceae

The books have very thorough instructions on identification.