I have no plans to work in computer science or pursue it professionally, but I'm fascinated by the subject and want to study it seriously as a hobby. My goal is to build a strong foundation in mathematics and computer science, then become capable of writing parsers, interpreters, and eventually compilers—and perhaps contributing to existing projects. Is reaching an advanced level realistic without a university or formal computer science background? Are there examples of hobbyists who have managed to do this through self-study? I'm happy for the process to take several years; I mainly want to keep it enjoyable rather than turn something I love into a career.
4 Answers
Yes, it’s absolutely realistic, but expect it to take longer than following a structured university curriculum. The main challenges are staying consistent, avoiding gaps in your foundations, and checking that what you learn is correct. A sensible path would include programming, data structures and algorithms, discrete mathematics, computer architecture, operating systems, formal languages, automata theory, and then parsers, interpreters, and compiler construction. You don’t need to learn every technology or programming language—choose a small set and build projects regularly.
The best way to make the subject approachable is to start by building things. Write a calculator parser, then a small expression language, then add variables, functions, and a bytecode or machine-code target. Resources such as Nand2Tetris and Crafting Interpreters provide especially practical introductions. Books about writing interpreters or compilers in Go can also be useful, although they won’t replace the broader theory. Once you’re comfortable programming, tools such as lexers, parser generators, and compiler toolchains become much easier to understand.
Formal education’s biggest benefit is not that it contains secret knowledge; it gives you a curated sequence, exercises, feedback, and fewer missing fundamentals. You can recreate much of that by following published university curricula, taking free lecture courses, working through textbooks, and verifying your understanding with projects and tests. Community-college material can also provide structure without requiring a full degree. Plenty of people build languages and small compilers independently, so the goal is achievable as long as you’re motivated and willing to keep going when the material becomes abstract.
A university degree isn’t required, but you’ll eventually need much of the background that a degree normally provides. Compiler design draws on algorithms, data structures, computer architecture, programming-language theory, and mathematics such as discrete math and graph theory. For example, register allocation can be treated as a graph-coloring problem. A textbook such as the Dragon Book can be valuable later, but it may be difficult if you haven’t first developed the underlying programming and theory skills.

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