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Recommended Books
Probabilistic Machine Learning: An Introduction
I can't recommend this book enough. Fair warning for newcomers: it is very heavy on statistics and mathematics, so if you're just starting out, it might be one to save for later.
Recommended Papers
DNABERT
Published in 2021, this was one of the first foundation models trained on DNA sequences. DNABERT is a 110-million parameter model trained on DNA k-mers.