I beg to differ with the first answer to this question but the vast majority of words where the ch is pronounced as a k are from Greek, not Latin. Unfortunately, the correct pronunciation is something that a person just has to learn. I have heard very educated people pronounce ch like the ch in change when it should be pronounced like a k.
Chemistry, chronicle, character, schism etc. There are many similar words.