I should have known if the apps free, you're the product. Duolingo appears to harvest the most data compared to other language learning apps.
Source: Surfshark Research
this post was submitted on 23 Sep 2023
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Privacy
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Does anybody know some open source language learning alternatives? Preferably Linux or Android
Your own learning resources + Anki.
However, this requires significantly larger amount of work compared to said learning apps, which has establisged learning course in form of easily digestable chunk.
You need to digest textbook and such on your own into small chunks, then Anki cards. It's essentially building course by yourself.
Fluent Forever from Gabriel Wymer gives some idea on how to utilize Anki, though the author moved to build his own closed source app.