I third this recommendation. I've worked on a ton of data intensive applications on all kinds of stacks over the years, and this book gives you lessons learned

I third this recommendation. I've worked on a ton of data intensive applications on all kinds of stacks over the years, and this book gives you lessons learned as well as a very valuable historical perspective on relational databases that is missing from a lot of the popular literature today.