STARTING POINTS

Pick one useful route.

A roadmap is a sequence, not a race. Finish one small route before spreading attention across many topics.

New to programming

Start with Python programs and indentation, then move through values, conditions, loops, functions, lists, dictionaries, and files.

Learning C++ for coursework or competitive programming

Begin with compilation, then practise values, control flow, functions, arrays, pointers, and classes in order.

Building problem-solving skill

After one language foundation, study data structures, complexity, arrays, linked lists, and stacks. Write and trace tiny implementations.

Preparing for core CS interviews

Pair DSA with operating systems, databases, and networks. Explain a trade-off aloud after each lesson.

Beginning system design

Learn requirements before components, then study caching and its freshness trade-offs. Do not skip fundamentals simply because a diagram looks familiar.