Your 400 dollars is probably better spent making mistakes building your own personal project on aws/or some other cloud provider.
If you just want to improve your skills, a few good Udemy courses will take your far if you follow along.
- O'Reilly Membership - This is a gold mine. For the $400 I believe you can purchase a yearly membership, where you get access to the entire O'Reilly catalogue. Designing Data Intensive Applications is included of course. They also have some video courses & conference talks in addition to the books.
- quastor.org is a good read (but it's free). They follow all the big tech engineering blogs and send summaries of the interesting backend-dev blog posts.
- bytebytego - this is also free. It's mostly diagrams and provides a very high level overview but it's a good subscription. You can also purchase their books on their website.
- LeetCode membership - good for interview prep if you're looking for a FAANG-job, pretty much useless for everything else.
- Udemy Courses by Hussein Nasser - I really liked his course on databases. Delves into the different database engines, tradeoffs, query optimization, etc. He also has a YouTube channel with lots of free content.
- codecrafters - I haven't done this myself but it's a bunch of interesting challenges where you build a toy version of Redis, build a bittorrent client, build a toy version of Git, etc. Could be useful to understand how tech works. In terms of a free version, there's also (https://github.com/codecrafters-io/build-your-own-x) which is a collection of blog posts where you're building different things in various languages.
(They have backend courses as well)
I've done the Fundamentals of Networking and Introduction to Database Engineering and recommend them. You can look up his content on YouTube to see if you like his instruction style, he's prolific there as well.
I don't regret doing it, but don't see the benefit in maintaining the certificates on their renewal schedule.
The certs themselves won't help you at all, it's really the things you learn along the way. There was also a cool "Cloud Architect" sweater that I'm still wearing that they threw in :)
- LPIC-1 for Linux (More Ops)
- CKAD (Kubernetes / DevOps)
- Security+ (Security certs are slightly more useful/requiered for DevSecOps or AppSec)
https://www.executeprogram.com/courses
Built in spaced repetition and covers a wide variety of concepts I think would be useful to you even in DevOps back end stuff, even if the language isn't specifically one you're using.