Feminine nouns - nouns ending in aeth, as, en, es, fa are usually feminine (there are exceptions, e.g. bachgen).

These flashcards give the English and Welsh version of the word on the front, then the plural and gender on the reverse. Some verbs don't end in any of the above - you just need to remember the gender for these.