Data Structures & Algorithms

Syllabus

0 Introduction to the Platform Free preview

Welcome and Getting Started

1 DSA Fundamentals Pro

Programming FundamentalsLogic BuildingAlgorithm AnalysisData Structures & LibrariesBasic MathsRecursionHashing

2 Sorting Techniques Pro

Elementary Sorting AlgorithmsAdvanced Sorting Algorithms

3 Arrays: From Fundamentals to Advanced Pro

Fundamentals & Basic OperationsLogic Building: Rotations & SetsTwo Pointers & Sliding WindowGreedy & Kadane's AlgorithmAdvanced Array Logic2D Arrays (Matrices)Hard Problems: N-Sum & HashingHard Problems: Merge & Intervals

4 Binary Search Pro

Learning 1D Array Binary SearchBinary Search on AnswersBinary Search on 2D Arrays

5 Strings: Basic to Advanced Pro

Basic String ManipulationHashing, Sorting, and ParsingAdvanced String Algorithms

6 Linked List Data Structures Pro

Singly Linked List: FundamentalsDoubly Linked List: FundamentalsMedium Problems of Singly Linked ListMedium Problems of Doubly Linked ListHard Problems of Linked List

7 Recursion and Backtracking Pro

Get a Strong HoldSubsequences PatternAdvanced Backtracking

8 Bit Manipulation & Number Theory Pro

Learn Bit ManipulationInterview ProblemsAdvanced Maths

9 Stacks and Queues Pro

LearningPrefix, Infix, Postfix Conversion ProblemsMonotonic Stack & Queue ProblemsAdvanced Implementation & Design

10 Sliding Window & Two Pointer Pro

Finding Longest Subarrays (Standard Sliding Window)Counting Subarrays and Fixed WindowMinimum Window and Advanced Constraints

11 Heaps Pro

LearningMedium ProblemsHard Problems

12 Greedy Algorithms Pro

Basic Greedy ProblemsIntermediate Greedy TechniquesIntervals and Scheduling

13 Binary Trees Pro

Learning TraversalsMedium ProblemsHard Problems

14 Binary Search Trees Pro

Concepts and Basic OperationsProperties and ValidationConstruction and Iterator PatternsAdvanced Problems

15 Graphs Pro

Introduction to GraphsBFS & DFS ProblemsTopological SortShortest Path AlgorithmsMST & Disjoint SetStrongly Connected Components & Bridges

16 Dynamic Programming Pro

Introduction to DP1D DP2D/3D DP and GridsDP on SubsequencesDP on StringsDP on StocksDP on LISPartition DP & MCMDP on Squares