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Computer Science & Systems Engineering

From First Principles to Staff Engineer: Interactive hands-on mastery across Data Structures, Concurrency, Operating Systems, Databases, and Distributed Consensus Systems.

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CS 101Core Level IShowing 100 Questions

Data Structures & Memory

Learn essential arrays, linked lists, stacks, queues, and binary search trees through interactive coding.

Goal: Master Core Memory & DSA — Cracks 70% of Technical Rounds150+ Test Cases / Problem
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Task #1Free SampleEasyO(N) Time, O(1) Space

Reverse Singly Linked List In-Place

Given the `head` of a singly linked list, reverse the list in-place by mutating node pointers and return the new head pointer.

Task #2Free SampleEasyO(1) Push/Pop/Min

Min Stack with O(1) Auxiliary Retrieval

Design a stack structure supporting `push(val)`, `pop()`, `top()`, and `getMin()`, where all operations execute in constant O(1) time.

Task #3 Student Pass RequiredEasyO(1) Amortized

Queue Implementation via Two Stacks

Implement a first-in first-out (FIFO) queue using only two standard LIFO stacks. Support `push`, `pop`, `peek`, and `empty`.

Task #4 Student Pass RequiredEasyO(N) Time, O(1) Space

Array Circular Right Shift In-Place

Given an integer array `nums`, rotate the array to the right by `k` steps in-place using constant auxiliary space.

Task #5 Student Pass RequiredMediumO(N) Time, O(1) Space

Floyd's Cycle Detection & Loop Node Search

Given the `head` of a linked list, return the node where the cycle begins. If there is no cycle, return `null`.

Task #6 Student Pass RequiredEasyO(N + M) Time

Merge Two Sorted Linked Lists In-Place

You are given the heads of two sorted linked lists `list1` and `list2`. Merge the two lists into one sorted list by splicing together nodes in-place.

Task #7 Student Pass RequiredEasyO(N) Time, O(1) Space

Remove Nth Node From End of Singly Linked List

Given the `head` of a linked list, remove the `n`-th node from the end of the list and return its head in a single pass.

Task #8 Student Pass RequiredEasyO(N + M) Time, O(1) Memory

Intersection Node of Two Linked Lists

Given the heads of two singly linked lists `headA` and `headB`, return the node at which the two lists intersect. If the two linked lists have no intersection, return `null`.

Task #9 Student Pass RequiredEasyO(N) Time, O(1) Space

Palindrome Linked List Pointer Verification

Given the `head` of a singly linked list, return `true` if it is a palindrome or `false` otherwise. Solve in O(N) time and O(1) space.

Task #10 Student Pass RequiredMediumO(1) Get & Put

LRU Cache O(1) Doubly-Linked List + Hash Map

Design a data structure that follows the constraints of a Least Recently Used (LRU) cache. Implement `get(key)` and `put(key, value)` both running in average O(1) time complexity.

Task #11 Student Pass RequiredMediumO(1) Allocate & Free

Fixed-Size Memory Pool Allocator

Implement a fixed-size memory pool allocator that manages a contiguous block of memory divided into equal-sized slots. Support `allocate()` which returns a pointer to a free slot in O(1), and `free(ptr)` which releases a slot back to the pool in O(1). Use a free-list embedded within the slots themselves to avoid auxiliary heap allocations.

Task #12 Student Pass RequiredEasyO(N) Time, O(1) Space

Best Time to Buy and Sell Stock (Single Transaction)

You are given an array `prices` where `prices[i]` is the price of a given stock on the `i`-th day. You want to maximize your profit by choosing a single day to buy one stock and choosing a different day in the future to sell that stock. Return the maximum profit you can achieve from this transaction. If you cannot achieve any profit, return `0`.

Task #13 Student Pass RequiredEasyO(N) Time, O(N) Stack Space

Valid Parentheses Expression Parser

Given a string `s` containing just the characters `'('`, `')'`, `'{'`, `'}'`, `'['` and `']'`, determine if the input string is valid. An input string is valid if open brackets are closed by the same type of brackets, in the correct LIFO order.

Task #14 Student Pass RequiredMediumO(N) Time, O(1) Space

Container With Most Water Dual Pointers

You are given an integer array `height` of length `n`. There are `n` vertical lines drawn such that the two endpoints of the `i`-th line are `(i, 0)` and `(i, height[i])`. Find two lines that together with the x-axis form a container, such that the container contains the most water. Return the maximum amount of water a container can store.

Task #15 Student Pass RequiredMediumO(N^2) Time, O(1) Extra Space

Three Sum Zero Triplet Search

Given an integer array `nums`, return all the triplets `[nums[i], nums[j], nums[k]]` such that `i != j`, `i != k`, and `j != k`, and `nums[i] + nums[j] + nums[k] == 0`. Notice that the solution set must not contain duplicate triplets.

Task #16 Student Pass RequiredEasyO(N) Time, O(1) Space

Climbing Stairs Dynamic Programming

You are climbing a staircase. It takes `n` steps to reach the top. Each time you can either climb `1` or `2` steps. In how many distinct ways can you climb to the top?

Task #17 Student Pass RequiredMediumO(V + E) Time, O(V + E) Space

Course Schedule Topological Cycle Check

There are a total of `numCourses` courses you have to take, labeled from `0` to `numCourses - 1`. You are given an array `prerequisites` where `prerequisites[i] = [a, b]` indicates that you must take course `b` first if you want to take course `a`. Return `true` if you can finish all courses. Otherwise, return `false`.

Task #18 Student Pass RequiredProO(M^2 * N) Time

Word Ladder Shortest Transformation BFS

A transformation sequence from word `beginWord` to word `endWord` using a dictionary `wordList` is a sequence of words `beginWord -> s1 -> s2 -> ... -> sk` such that every adjacent pair differs by exactly one letter, and `sk == endWord`. Return the number of words in the shortest transformation sequence from `beginWord` to `endWord`, or `0` if no such sequence exists.

Task #19 Student Pass RequiredMediumO(N) Time, O(N) Queue Space

Binary Tree Level-Order Traversal

Given the `root` of a binary tree, return the level order traversal of its nodes' values (i.e., from left to right, level by level).

Task #20 Student Pass RequiredProO(N) Time, O(K) Deque Space

Sliding Window Maximum Monotonic Deque

You are given an array of integers `nums`, there is a sliding window of size `k` which is moving from the very left of the array to the very right. You can only see the `k` numbers in the window. Each time the sliding window moves right by one position. Return the max sliding window.

Task #21 Student Pass RequiredEasyO(log N) Time, O(1) Space

Search Insert Position Binary Search

Given a sorted array of distinct integers `nums` and a target value `target`, return the index if the target is found. If not, return the index where it would be if it were inserted in order. You must write an algorithm with `O(log N)` runtime complexity.

Task #22 Student Pass RequiredEasyO(N) Time, O(1) Space

Best Time to Buy and Sell Stock Single Pass

You are given an array `prices` where `prices[i]` is the price of a given stock on the `i`-th day. You want to maximize your profit by choosing a single day to buy one stock and choosing a different day in the future to sell that stock. Return the maximum profit you can achieve from this transaction. If you cannot achieve any profit, return `0`.

Task #23 Student Pass RequiredEasyO(N) Time, O(N) Space

Valid Parentheses Matching Stack

Given a string `s` containing just the characters `'('`, `')'`, `'{'`, `'}'`, `'['` and `']'`, determine if the input string is valid. An input string is valid if: 1. Open brackets must be closed by the same type of brackets. 2. Open brackets must be closed in the correct order. 3. Every close bracket has a corresponding open bracket of the same type.

Task #24 Student Pass RequiredMediumO(N) Time, O(1) Space

Container With Most Water Two Pointers

You are given an integer array `height` of length `n`. There are `n` vertical lines drawn such that the two endpoints of the `i`-th line are `(i, 0)` and `(i, height[i])`. Find two lines that together with the x-axis form a container, such that the container contains the most water. Return the maximum amount of water a container can store.

Task #25 Student Pass RequiredMediumO(N^2) Time, O(1) Space

Three Sum Zero Triplet Search Two Pointers

Given an integer array `nums`, return all the triplets `[nums[i], nums[j], nums[k]]` such that `i != j`, `i != k`, and `j != k`, and `nums[i] + nums[j] + nums[k] == 0`. Notice that the solution set must not contain duplicate triplets.

Task #26 Student Pass RequiredEasyO(N) Time, O(1) Space

Climbing Stairs Dynamic Programming

You are climbing a staircase. It takes `n` steps to reach the top. Each time you can either climb 1 or 2 steps. In how many distinct ways can you climb to the top?

Task #27 Student Pass RequiredMediumO(V + E) Time, O(V + E) Space

Course Schedule Topological Graph Cycle

There are a total of `numCourses` courses you have to take, labeled from `0` to `numCourses - 1`. You are given an array `prerequisites` where `prerequisites[i] = [a, b]` indicates that you must take course `b` first if you want to take course `a`. Return `true` if you can finish all courses. Otherwise, return `false`.

Task #28 Student Pass RequiredProO(M^2 * N) Time, O(M^2 * N) Space

Word Ladder Shortest Transformation BFS

Given two words, `beginWord` and `endWord`, and a dictionary `wordList`, return the number of words in the shortest transformation sequence from `beginWord` to `endWord`, or `0` if no such sequence exists. Every adjacent pair of words must differ by exactly one letter.

Task #29 Student Pass RequiredProO(N) Time, O(N) Space

Serialize and Deserialize Binary Tree Preorder BFS

Serialization is the process of converting a data structure or object into a sequence of bits so that it can be stored in a file or memory buffer. Design an algorithm to serialize a binary tree to a string and deserialize a string back to a binary tree.

Task #30 Student Pass RequiredProO(N) Time, O(K) Space

Sliding Window Maximum Monotonic Deque

You are given an array of integers `nums`, there is a sliding window of size `k` which is moving from the very left of the array to the very right. You can only see the `k` numbers in the window. Each time the sliding window moves right by one position. Return the max sliding window.

Task #31 Student Pass RequiredMediumO(log N)

Target Value Search & Index Bounds (Variant 4)

Given a sorted array of N numbers, find target value index using binary boundary checks. [Rigor Variation 4: Enforces strict boundary checks and memory limits].

Task #32 Student Pass RequiredMediumO(N) Time

Maximum Profit Stock Trading Window (Variant 4)

Calculate maximum profit achievable from single buy/sell transaction sequence over N days. [Rigor Variation 4: Enforces strict boundary checks and memory limits].

Task #33 Student Pass RequiredMediumO(N) Stack

Valid Parentheses Expression Parser (Variant 4)

Determine if input string containing brackets '()[]{}' is valid using a LIFO stack. [Rigor Variation 4: Enforces strict boundary checks and memory limits].

Task #34 Student Pass RequiredMediumO(N) Time

Container With Most Water Dual Pointers (Variant 4)

Find two lines that together with x-axis form a container holding the most water. [Rigor Variation 4: Enforces strict boundary checks and memory limits].

Task #35 Student Pass RequiredMediumO(N^2) Time

Three Sum Zero Triplet Search (Variant 4)

Find all unique triplets in array [a,b,c] such that a + b + c = 0. [Rigor Variation 4: Enforces strict boundary checks and memory limits].

Task #36 Student Pass RequiredMediumO(N) Time

Climbing Stairs Dynamic Programming (Variant 4)

Count distinct ways to climb N stairs taking 1 or 2 steps per turn. [Rigor Variation 4: Enforces strict boundary checks and memory limits].

Task #37 Student Pass RequiredMediumO(V + E)

Course Schedule Topological Cycle Check (Variant 4)

Determine if you can finish all V courses given prerequisite pair requirements. [Rigor Variation 4: Enforces strict boundary checks and memory limits].

Task #38 Student Pass RequiredMediumO(M * N)

Word Ladder Shortest Transformation BFS (Variant 4)

Find shortest transformation sequence length from startWord to endWord using wordList. [Rigor Variation 4: Enforces strict boundary checks and memory limits].

Task #39 Student Pass RequiredMediumO(N) Time

Serialize and Deserialize Binary Tree (Variant 4)

Design an algorithm to serialize a binary tree to string and deserialize back to tree. [Rigor Variation 4: Enforces strict boundary checks and memory limits].

Task #40 Student Pass RequiredMediumO(N) Time

Sliding Window Maximum Deque Filter (Variant 4)

Find maximum element in sliding window of size K moving from left to right. [Rigor Variation 4: Enforces strict boundary checks and memory limits].

Task #41 Student Pass RequiredMediumO(log N)

Target Value Search & Index Bounds (Variant 5)

Given a sorted array of N numbers, find target value index using binary boundary checks. [Rigor Variation 5: Enforces strict boundary checks and memory limits].

Task #42 Student Pass RequiredMediumO(N) Time

Maximum Profit Stock Trading Window (Variant 5)

Calculate maximum profit achievable from single buy/sell transaction sequence over N days. [Rigor Variation 5: Enforces strict boundary checks and memory limits].

Task #43 Student Pass RequiredMediumO(N) Stack

Valid Parentheses Expression Parser (Variant 5)

Determine if input string containing brackets '()[]{}' is valid using a LIFO stack. [Rigor Variation 5: Enforces strict boundary checks and memory limits].

Task #44 Student Pass RequiredMediumO(N) Time

Container With Most Water Dual Pointers (Variant 5)

Find two lines that together with x-axis form a container holding the most water. [Rigor Variation 5: Enforces strict boundary checks and memory limits].

Task #45 Student Pass RequiredMediumO(N^2) Time

Three Sum Zero Triplet Search (Variant 5)

Find all unique triplets in array [a,b,c] such that a + b + c = 0. [Rigor Variation 5: Enforces strict boundary checks and memory limits].

Task #46 Student Pass RequiredMediumO(N) Time

Climbing Stairs Dynamic Programming (Variant 5)

Count distinct ways to climb N stairs taking 1 or 2 steps per turn. [Rigor Variation 5: Enforces strict boundary checks and memory limits].

Task #47 Student Pass RequiredMediumO(V + E)

Course Schedule Topological Cycle Check (Variant 5)

Determine if you can finish all V courses given prerequisite pair requirements. [Rigor Variation 5: Enforces strict boundary checks and memory limits].

Task #48 Student Pass RequiredMediumO(M * N)

Word Ladder Shortest Transformation BFS (Variant 5)

Find shortest transformation sequence length from startWord to endWord using wordList. [Rigor Variation 5: Enforces strict boundary checks and memory limits].

Task #49 Student Pass RequiredMediumO(N) Time

Serialize and Deserialize Binary Tree (Variant 5)

Design an algorithm to serialize a binary tree to string and deserialize back to tree. [Rigor Variation 5: Enforces strict boundary checks and memory limits].

Task #50 Student Pass RequiredMediumO(N) Time

Sliding Window Maximum Deque Filter (Variant 5)

Find maximum element in sliding window of size K moving from left to right. [Rigor Variation 5: Enforces strict boundary checks and memory limits].

Task #51 Student Pass RequiredMediumO(log N)

Target Value Search & Index Bounds (Variant 6)

Given a sorted array of N numbers, find target value index using binary boundary checks. [Rigor Variation 6: Enforces strict boundary checks and memory limits].

Task #52 Student Pass RequiredMediumO(N) Time

Maximum Profit Stock Trading Window (Variant 6)

Calculate maximum profit achievable from single buy/sell transaction sequence over N days. [Rigor Variation 6: Enforces strict boundary checks and memory limits].

Task #53 Student Pass RequiredMediumO(N) Stack

Valid Parentheses Expression Parser (Variant 6)

Determine if input string containing brackets '()[]{}' is valid using a LIFO stack. [Rigor Variation 6: Enforces strict boundary checks and memory limits].

Task #54 Student Pass RequiredMediumO(N) Time

Container With Most Water Dual Pointers (Variant 6)

Find two lines that together with x-axis form a container holding the most water. [Rigor Variation 6: Enforces strict boundary checks and memory limits].

Task #55 Student Pass RequiredMediumO(N^2) Time

Three Sum Zero Triplet Search (Variant 6)

Find all unique triplets in array [a,b,c] such that a + b + c = 0. [Rigor Variation 6: Enforces strict boundary checks and memory limits].

Task #56 Student Pass RequiredDifficultO(N) Time

Climbing Stairs Dynamic Programming (Variant 6)

Count distinct ways to climb N stairs taking 1 or 2 steps per turn. [Rigor Variation 6: Enforces strict boundary checks and memory limits].

Task #57 Student Pass RequiredDifficultO(V + E)

Course Schedule Topological Cycle Check (Variant 6)

Determine if you can finish all V courses given prerequisite pair requirements. [Rigor Variation 6: Enforces strict boundary checks and memory limits].

Task #58 Student Pass RequiredDifficultO(M * N)

Word Ladder Shortest Transformation BFS (Variant 6)

Find shortest transformation sequence length from startWord to endWord using wordList. [Rigor Variation 6: Enforces strict boundary checks and memory limits].

Task #59 Student Pass RequiredDifficultO(N) Time

Serialize and Deserialize Binary Tree (Variant 6)

Design an algorithm to serialize a binary tree to string and deserialize back to tree. [Rigor Variation 6: Enforces strict boundary checks and memory limits].

Task #60 Student Pass RequiredDifficultO(N) Time

Sliding Window Maximum Deque Filter (Variant 6)

Find maximum element in sliding window of size K moving from left to right. [Rigor Variation 6: Enforces strict boundary checks and memory limits].

Task #61 Student Pass RequiredDifficultO(log N)

Target Value Search & Index Bounds (Variant 7)

Given a sorted array of N numbers, find target value index using binary boundary checks. [Rigor Variation 7: Enforces strict boundary checks and memory limits].

Task #62 Student Pass RequiredDifficultO(N) Time

Maximum Profit Stock Trading Window (Variant 7)

Calculate maximum profit achievable from single buy/sell transaction sequence over N days. [Rigor Variation 7: Enforces strict boundary checks and memory limits].

Task #63 Student Pass RequiredDifficultO(N) Stack

Valid Parentheses Expression Parser (Variant 7)

Determine if input string containing brackets '()[]{}' is valid using a LIFO stack. [Rigor Variation 7: Enforces strict boundary checks and memory limits].

Task #64 Student Pass RequiredDifficultO(N) Time

Container With Most Water Dual Pointers (Variant 7)

Find two lines that together with x-axis form a container holding the most water. [Rigor Variation 7: Enforces strict boundary checks and memory limits].

Task #65 Student Pass RequiredDifficultO(N^2) Time

Three Sum Zero Triplet Search (Variant 7)

Find all unique triplets in array [a,b,c] such that a + b + c = 0. [Rigor Variation 7: Enforces strict boundary checks and memory limits].

Task #66 Student Pass RequiredDifficultO(N) Time

Climbing Stairs Dynamic Programming (Variant 7)

Count distinct ways to climb N stairs taking 1 or 2 steps per turn. [Rigor Variation 7: Enforces strict boundary checks and memory limits].

Task #67 Student Pass RequiredDifficultO(V + E)

Course Schedule Topological Cycle Check (Variant 7)

Determine if you can finish all V courses given prerequisite pair requirements. [Rigor Variation 7: Enforces strict boundary checks and memory limits].

Task #68 Student Pass RequiredDifficultO(M * N)

Word Ladder Shortest Transformation BFS (Variant 7)

Find shortest transformation sequence length from startWord to endWord using wordList. [Rigor Variation 7: Enforces strict boundary checks and memory limits].

Task #69 Student Pass RequiredDifficultO(N) Time

Serialize and Deserialize Binary Tree (Variant 7)

Design an algorithm to serialize a binary tree to string and deserialize back to tree. [Rigor Variation 7: Enforces strict boundary checks and memory limits].

Task #70 Student Pass RequiredDifficultO(N) Time

Sliding Window Maximum Deque Filter (Variant 7)

Find maximum element in sliding window of size K moving from left to right. [Rigor Variation 7: Enforces strict boundary checks and memory limits].

Task #71 Student Pass RequiredDifficultO(log N)

Target Value Search & Index Bounds (Variant 8)

Given a sorted array of N numbers, find target value index using binary boundary checks. [Rigor Variation 8: Enforces strict boundary checks and memory limits].

Task #72 Student Pass RequiredDifficultO(N) Time

Maximum Profit Stock Trading Window (Variant 8)

Calculate maximum profit achievable from single buy/sell transaction sequence over N days. [Rigor Variation 8: Enforces strict boundary checks and memory limits].

Task #73 Student Pass RequiredDifficultO(N) Stack

Valid Parentheses Expression Parser (Variant 8)

Determine if input string containing brackets '()[]{}' is valid using a LIFO stack. [Rigor Variation 8: Enforces strict boundary checks and memory limits].

Task #74 Student Pass RequiredDifficultO(N) Time

Container With Most Water Dual Pointers (Variant 8)

Find two lines that together with x-axis form a container holding the most water. [Rigor Variation 8: Enforces strict boundary checks and memory limits].

Task #75 Student Pass RequiredDifficultO(N^2) Time

Three Sum Zero Triplet Search (Variant 8)

Find all unique triplets in array [a,b,c] such that a + b + c = 0. [Rigor Variation 8: Enforces strict boundary checks and memory limits].

Task #76 Student Pass RequiredDifficultO(N) Time

Climbing Stairs Dynamic Programming (Variant 8)

Count distinct ways to climb N stairs taking 1 or 2 steps per turn. [Rigor Variation 8: Enforces strict boundary checks and memory limits].

Task #77 Student Pass RequiredDifficultO(V + E)

Course Schedule Topological Cycle Check (Variant 8)

Determine if you can finish all V courses given prerequisite pair requirements. [Rigor Variation 8: Enforces strict boundary checks and memory limits].

Task #78 Student Pass RequiredDifficultO(M * N)

Word Ladder Shortest Transformation BFS (Variant 8)

Find shortest transformation sequence length from startWord to endWord using wordList. [Rigor Variation 8: Enforces strict boundary checks and memory limits].

Task #79 Student Pass RequiredDifficultO(N) Time

Serialize and Deserialize Binary Tree (Variant 8)

Design an algorithm to serialize a binary tree to string and deserialize back to tree. [Rigor Variation 8: Enforces strict boundary checks and memory limits].

Task #80 Student Pass RequiredDifficultO(N) Time

Sliding Window Maximum Deque Filter (Variant 8)

Find maximum element in sliding window of size K moving from left to right. [Rigor Variation 8: Enforces strict boundary checks and memory limits].

Task #81 Student Pass RequiredProO(log N)

Target Value Search & Index Bounds (Variant 9)

Given a sorted array of N numbers, find target value index using binary boundary checks. [Rigor Variation 9: Enforces strict boundary checks and memory limits].

Task #82 Student Pass RequiredProO(N) Time

Maximum Profit Stock Trading Window (Variant 9)

Calculate maximum profit achievable from single buy/sell transaction sequence over N days. [Rigor Variation 9: Enforces strict boundary checks and memory limits].

Task #83 Student Pass RequiredProO(N) Stack

Valid Parentheses Expression Parser (Variant 9)

Determine if input string containing brackets '()[]{}' is valid using a LIFO stack. [Rigor Variation 9: Enforces strict boundary checks and memory limits].

Task #84 Student Pass RequiredProO(N) Time

Container With Most Water Dual Pointers (Variant 9)

Find two lines that together with x-axis form a container holding the most water. [Rigor Variation 9: Enforces strict boundary checks and memory limits].

Task #85 Student Pass RequiredProO(N^2) Time

Three Sum Zero Triplet Search (Variant 9)

Find all unique triplets in array [a,b,c] such that a + b + c = 0. [Rigor Variation 9: Enforces strict boundary checks and memory limits].

Task #86 Student Pass RequiredProO(N) Time

Climbing Stairs Dynamic Programming (Variant 9)

Count distinct ways to climb N stairs taking 1 or 2 steps per turn. [Rigor Variation 9: Enforces strict boundary checks and memory limits].

Task #87 Student Pass RequiredProO(V + E)

Course Schedule Topological Cycle Check (Variant 9)

Determine if you can finish all V courses given prerequisite pair requirements. [Rigor Variation 9: Enforces strict boundary checks and memory limits].

Task #88 Student Pass RequiredProO(M * N)

Word Ladder Shortest Transformation BFS (Variant 9)

Find shortest transformation sequence length from startWord to endWord using wordList. [Rigor Variation 9: Enforces strict boundary checks and memory limits].

Task #89 Student Pass RequiredProO(N) Time

Serialize and Deserialize Binary Tree (Variant 9)

Design an algorithm to serialize a binary tree to string and deserialize back to tree. [Rigor Variation 9: Enforces strict boundary checks and memory limits].

Task #90 Student Pass RequiredProO(N) Time

Sliding Window Maximum Deque Filter (Variant 9)

Find maximum element in sliding window of size K moving from left to right. [Rigor Variation 9: Enforces strict boundary checks and memory limits].

Task #91 Student Pass RequiredProO(log N)

Target Value Search & Index Bounds (Variant 10)

Given a sorted array of N numbers, find target value index using binary boundary checks. [Rigor Variation 10: Enforces strict boundary checks and memory limits].

Task #92 Student Pass RequiredProO(N) Time

Maximum Profit Stock Trading Window (Variant 10)

Calculate maximum profit achievable from single buy/sell transaction sequence over N days. [Rigor Variation 10: Enforces strict boundary checks and memory limits].

Task #93 Student Pass RequiredProO(N) Stack

Valid Parentheses Expression Parser (Variant 10)

Determine if input string containing brackets '()[]{}' is valid using a LIFO stack. [Rigor Variation 10: Enforces strict boundary checks and memory limits].

Task #94 Student Pass RequiredProO(N) Time

Container With Most Water Dual Pointers (Variant 10)

Find two lines that together with x-axis form a container holding the most water. [Rigor Variation 10: Enforces strict boundary checks and memory limits].

Task #95 Student Pass RequiredProO(N^2) Time

Three Sum Zero Triplet Search (Variant 10)

Find all unique triplets in array [a,b,c] such that a + b + c = 0. [Rigor Variation 10: Enforces strict boundary checks and memory limits].

Task #96 Student Pass RequiredProO(N) Time

Climbing Stairs Dynamic Programming (Variant 10)

Count distinct ways to climb N stairs taking 1 or 2 steps per turn. [Rigor Variation 10: Enforces strict boundary checks and memory limits].

Task #97 Student Pass RequiredProO(V + E)

Course Schedule Topological Cycle Check (Variant 10)

Determine if you can finish all V courses given prerequisite pair requirements. [Rigor Variation 10: Enforces strict boundary checks and memory limits].

Task #98 Student Pass RequiredProO(M * N)

Word Ladder Shortest Transformation BFS (Variant 10)

Find shortest transformation sequence length from startWord to endWord using wordList. [Rigor Variation 10: Enforces strict boundary checks and memory limits].

Task #99 Student Pass RequiredProO(N) Time

Serialize and Deserialize Binary Tree (Variant 10)

Design an algorithm to serialize a binary tree to string and deserialize back to tree. [Rigor Variation 10: Enforces strict boundary checks and memory limits].

Task #100 Student Pass RequiredProO(N) Time

Sliding Window Maximum Deque Filter (Variant 10)

Find maximum element in sliding window of size K moving from left to right. [Rigor Variation 10: Enforces strict boundary checks and memory limits].