Learning Paths

Interview & DSA Prep

The technical interview, prepared for deliberately: data structures and algorithms by pattern, problems in a sensible order, system design and behavioural rounds.

Finish this and you can solve medium problems in under thirty minutes while explaining your reasoning, and tell your own stories with evidence.

Starts at
Intermediate
Topics
5
Projects
2
Of material
220 h
  • Data structures
  • Algorithms
  • Problem solving
  • System design
  • Behavioural interviews
Level
Format
  1. 01

    Computer science foundations

    Beginner

    If you never took the course, take it now: the ideas every problem set assumes.

  2. 02

    Problems by pattern

    Intermediate

    Two pointers, sliding windows, graphs, dynamic programming: learn the pattern, then the problems that use it.

    Build this

    A pattern log of a hundred problems

    Practice that compounds.

    1. Solve a hundred problems in roadmap order, timed.
    2. Log each one: pattern, time taken, mistake, and the one-line insight.
    3. Redo every problem you missed a week later without looking.
    4. Review the log monthly and drill your three weakest patterns.

    Done when: The log, with your solve time trending down.

  3. 03

    How the process works

    Beginner

    Résumés, recruiter screens, the rounds, the offer: what happens and how to prepare for each step.

  4. 04

    The system design round

    Advanced

    For mid-level and above: a structured approach to designing a large system out loud.

  5. 05

    The behavioural round

    Beginner

    Stories with evidence: what you did, what changed, and what you learned.

    Build this

    A bank of eight stories

    Write eight stories from your own work: a conflict, a failure, a decision with little data, leading without authority, and four of your best results. Each in STAR form with a number in the result. Then practise them out loud in CareerOS Interview practice and keep the scores.

    Done when: Eight written stories and your practice scores.

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