Paths/CS Foundations & Interview Prep
Beginner to Advanced8 coursesrest with Pro3 learning modes

CS Foundations & Interview Prep

Build the CS foundations, advanced algorithm patterns, communication habits, and realistic mock-interview practice needed to perform under pressure.

// Course sequence
  1. 01

    Data Structures & Core Algorithms

    Pro

    Master Arrays, Linked Lists, Hash Tables, Trees, and Graphs - and know when each shines.

    8 modulesIntermediate
  2. 02

    Two-Pointer & Sliding Window Patterns

    Pro

    Learn the two-pointer and sliding-window patterns that unlock a huge class of array and string problems.

    6 modulesBeginner
  3. 03

    Dynamic Programming Patterns

    Pro

    Recognize overlapping subproblems and derive recurrences - the pattern most interviews test and most candidates fear.

    7 modulesIntermediate
  4. 04

    Graph & Tree Interview Patterns

    Pro

    Master tree traversals and graph algorithms (BFS/DFS, shortest paths, topological sort) as reusable interview patterns.

    7 modulesIntermediate
  5. 05

    Advanced Coding Interview Patterns

    Pro

    Close the high-value pattern gaps with binary search on answers, intervals, heaps, monotonic stacks, backtracking, tries, greedy proofs, and bit reasoning.

    8 modulesIntermediate
  6. 06

    How Git Works Internally

    Pro

    Understand Git from the object model up - blobs, trees, commits, and refs - so version-control questions never trip you up.

    8 modulesIntermediate
  7. 07

    Software Design Patterns & Clean Architecture

    Pro

    Apply SOLID principles and classic patterns (Factory, Strategy, Observer) to reason clearly in design rounds.

    7 modulesIntermediate
  8. 08

    The Coding Interview Loop

    Pro

    Practice the complete interview loop with clarification, baseline-to-optimal reasoning, communication rubrics, deliberate testing, and timed mock interviews.

    8 modulesIntermediate
CS Foundations & Interview Prep | Lumina Labs