Complexity & Mental Models
Big O notation, space vs. time, recursion vs. iteration, the 'whiteboard mindset', interview rubric.
A hands-on competitive-coding and interview-prep curriculum covering data structures, algorithms, problem-solving patterns, and system design — taught in Python, C++, and Java side by side so you can crack FAANG-tier coding interviews in any language.
Each tool taught with the workflows and failure modes practitioners actually meet on the job.
First half of the curriculum — core fundamentals and the most common day-to-day skills.
Big O notation, space vs. time, recursion vs. iteration, the 'whiteboard mindset', interview rubric.
Two pointers, sliding window, prefix sums, in-place transformations, common interview patterns.
Hashing fundamentals, collisions, when to reach for a map vs. a set, classic problems.
Fast/slow pointers, reversal, dummy heads, monotonic stacks, queues for BFS.
Binary trees, BSTs, traversals (in/pre/post/level), graph representations, BFS / DFS, topological sort.
Second half — production patterns, real-world operations, and the senior-level depth.
Decision trees, pruning, permutations, combinations, N-queens, sudoku solver.
Memoization vs. tabulation, classic DP problems, state design, common pitfalls — the most feared topic, demystified.
When greedy works, priority queues, top-K problems, scheduling problems.
Beyond the basics — for senior + L5/L6 interviews.
URL shortener, rate limiter, chat app, news feed — the system-design rounds that decide senior offers.
techventive.io turns this curriculum into job-ready positioning — project explanation, résumé and LinkedIn rewrites, GitHub portfolio polish, technical interview preparation, and placement-focused guidance through to the offer letter.
Freshers, working professionals, managers, career switchers, and aspirants who want a practical, job-focused path.