Related: Vicki Boykis has a great blog[1], particularly for those trying to get their feet wet in the ML engineering space—I really found "How I Learn Machine Learning"[2] super useful as a template to tackle new ML problems, as someone who is new to the field.
[1] https://vickiboykis.com/
[2] https://vickiboykis.com/2022/11/10/how-i-learn-machine-learn...