Programming Books You Wish You Read Earlier

Anyone here read any of the books in the list?

I read 'The Essence of Software Engineering'

Would love to hear recommendations actually for books related to the basics of Machine learning

All book links are Amazon affiliate links (tag=zeroequalsfal-20).