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> I wonder if there are similar courses on CS algorithms for people who didn't study CS in college.
This might be a bit more challenging and less hand holding than the nand2tetris course but if you are up for it, why not go with the best? Sedgewick Algorithm book has been one of the standard algorithm books in universities for a long time.
⬐ volkischQuestion: Why not CLRS instead of Sedgewick's book/course?
Focusing on a limited set of resources in a way that exercises your problem-solving skills would be the key. Here is one plan:
1) Select a category such as "stacks and queues" from the Cracking coding interview (CCI) book and read all the questions. This will give you a sense of the type of questions being asked.
2) Sign up for the algorithms 1 and 2 courses (https://www.coursera.org/learn/algorithms-part1, https://www.coursera.org/learn/algorithms-part2) in the audit mode(free). Pick the correct modules such as "stacks" and "queues" and watch all the videos.
3) Come back to the questions in the book CCI and try to solve the problems yourself. If you get stuck, look at the solutions for hints but still try to do them yourself.
4) Do the same for all major topics such as strings, linked lists, recursion etc.
Unfortunately, you are not going to remember all of you've learned. You need spaced-repetition so repeat the above method 2-3 times for each topic.
Once you have the foundation, you will be able to tackle the harder questions that you may find somewhere else or in the interview.