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amILearningEnough/docs/roadmap/dsa/dsaUsingC.md
2024-12-21 01:23:20 +05:30

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Table of Contents

  1. C Language DSA Roadmap
  2. C Language DSA Resources

C Language DSA Roadmap

Learning Path Visualization

Detailed Breakdown

Phase 1: C Fundamentals (2-3 weeks)

  • Pointers and pointer arithmetic
  • Dynamic memory allocation
  • Structures and unions
  • File handling
  • Preprocessor directives
  • Makefile creation

Phase 2: Memory Management (2 weeks)

  • Stack vs Heap
  • Memory leaks
  • Buffer overflows
  • Pointer safety
  • Valgrind usage
  • GDB debugging

Phase 3: Core DSA (8-10 weeks)

  1. Basic Data Structures

    • Arrays and strings
    • Linked lists (single, double, circular)
    • Stacks
    • Queues
    • Hash tables
  2. Advanced Data Structures

    • Trees (Binary, BST, AVL)
    • Graphs (Adjacency matrix/list)
    • Heaps
    • Tries
    • Disjoint sets
  3. Basic Algorithms

    • Searching (Linear, Binary)
    • Sorting (Bubble, Selection, Insertion)
    • Recursion
    • Basic graph traversals

Phase 4: Advanced Topics (8-10 weeks)

  1. Advanced Algorithms

    • Advanced sorting (Quicksort, Mergesort, Heapsort)
    • Dynamic Programming
    • Greedy Algorithms
    • Advanced graph algorithms
    • String algorithms
  2. Problem Solving

    • LeetCode problems
    • Competitive programming
    • System design basics
    • Code optimization

C Language DSA Resources

Online Platforms

  1. GeeksforGeeks C Programming

    • Extensive C tutorials
    • DSA implementations in C
    • Practice problems
  2. CodeForces

    • Competitive programming platform
    • Many solutions in C
    • Regular contests
  3. HackerRank C Practice

    • Structured C programming tasks
    • Gradually increasing difficulty
    • Immediate feedback

Books

  1. "Data Structures Using C" by Reema Thareja

    • Comprehensive coverage
    • Practical examples
    • Exercise problems
  2. "The C Programming Language" by Kernighan and Ritchie

    • Fundamental C concepts
    • Written by C's creators
    • Essential reference
  3. "Mastering Algorithms with C" by Kyle Loudon

    • Focus on implementation
    • Performance analysis
    • Real-world applications

GitHub Repositories

  1. C Data Structures

    • Common DSA implementations
    • Well-documented code
    • Testing included
  2. C Programming Resources

    • Curated list of resources
    • Frameworks and libraries
    • Learning materials

Interactive Learning

  1. CS50x

    • Harvard's intro course
    • Strong C foundation
    • Hands-on projects
  2. Learn-C.org

    • Interactive tutorials
    • Practice exercises
    • Immediate feedback

Online Platforms

  1. LeetCode

    • Structured problems
    • Company-specific lists
    • Discussion forums
  2. AlgoExpert

    • Curated problems
    • Video explanations
    • Interview preparation
  3. InterviewBit

    • Programming interview focus
    • Company-wise problems
    • Mock interviews

Websites

  1. Visualgo

    • Algorithm visualization
    • Interactive learning
    • Step-by-step execution
  2. USACO Guide

    • Competitive programming
    • Comprehensive tutorials
    • Practice problems

YouTube Channels

  1. Back To Back SWE

    • Detailed explanations
    • Visual presentations
    • Interview preparation
  2. Abdul Bari

    • Algorithm explanations
    • Mathematical approach
    • Theoretical foundation

Practice Platforms

  1. AtCoder

    • Regular contests
    • Various difficulty levels
    • Active community
  2. SPOJ

    • Classical problems
    • Judge system
    • Multiple languages