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Data Structures & Algorithms

Table of content: 

  • What Is Data Structure?
  • Key Features Of Data Structures
  • Basic Terminologies Related To Data Structures
  • Types Of Data Structures
  • What Are Linear Data Structures & Its Types?
  • What Are Non-Linear Data Structures & Its Types?
  • Importance Of Data Structure In Programming
  • Basic Operations On Data Structures
  • Applications Of Data Structures
  • Real-Life Applications Of Data Structures
  • Linear Vs. Non-linear Data Structures
  • What Are Algorithms? The Difference Between Data Structures & Algorithms
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • What Is Asymptotic Notation?
  • How Asymptotic Notation Helps In Analyzing Performance
  • Types Of Asymptotic Notation
  • Big-O Notation (O)
  • Omega Notation (Ω)
  • Theta Notation (Θ) 
  • Little-O Notation (o)
  • Little-Omega Notation (ω)
  • Summary Of Asymptotic Notations
  • Real-World Applications Of Asymptotic Notation
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • Understanding Big O Notation
  • Types Of Time Complexity
  • Space Complexity In Big O Notation
  • How To Determine Big O Complexity
  • Best, Worst, And Average Case Complexity
  • Applications Of Big O Notation
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • What Is Time Complexity?
  • Why Do You Need To Calculate Time Complexity?
  • The Time Complexity Algorithm Cases
  • Time Complexity: Different Types Of Asymptotic Notations
  • How To Calculate Time Complexity?
  • Time Complexity Of Sorting Algorithms
  • Time Complexity Of Searching Algorithms
  • Writing And optimizing An algorithm
  • What Is Space Complexity And Its Significance?
  • Relation Between Time And Space Complexity
  • Conclusion

Table of content: 

  • What Is Linear Data Structure?
  • Key Characteristics Of Linear Data Structures
  • What Are The Types Of Linear Data Structures?
  • What Is An Array Linear Data Structure?
  • What Are Linked Lists Linear Data Structure?
  • What Is A Stack Linear Data Structure?
  • What Is A Queue Linear Data Structure?
  • Most Common Operations Performed in Linear Data Structures
  • Advantages Of Linear Data Structures
  • What Is Nonlinear Data Structure?
  • Difference Between Linear & Non-Linear Data Structures
  • Who Uses Linear Data Structures?
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • What is a linear data structure?
  • What is a non-linear data structure?
  • Difference between linear data structure and non-linear data structure
  • FAQs about linear and non-linear data structures

Table of content: 

  • What Is Sorting In Data Structures?
  • What Is Bubble Sort?
  • What Is Selection Sort?
  • What Is Insertion Sort?
  • What Is Merge Sort?
  • What Is Quick Sort?
  • What Is Heap Sort?
  • What Is Radix Sort?
  • What Is Bucket Sort?
  • What Is Counting Sort?
  • What Is Shell Sort?
  • Choosing The Right Sorting Algorithm
  • Applications Of Sorting
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • Understanding Bubble Sort Algorithm
  • Bubble Sort Algorithm
  • Implementation Of Bubble Sort In C++
  • Time And Space Complexity Analysis Of Bubble Sort Algorithm
  • Advantages Of Bubble Sort Algorithm
  • Disadvantages Of Bubble Sort Algorithm
  • Applications of Bubble Sort Algorithms
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • Understanding The Merge Sort Algorithm
  • Algorithm For Merge Sort
  • Implementation Of Merge Sort In C++
  • Time And Space Complexity Analysis Of Merge Sort
  • Advantages And Disadvantages Of Merge Sort
  • Applications Of Merge Sort 
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • Understanding The Selection Sort Algorithm
  • Algorithmic Approach To Selection Sort
  • Implementation Of Selection Sort Algorithm
  • Complexity Analysis Of Selection Sort
  • Comparison Of Selection Sort With Other Sorting Algorithms
  • Advantages And Disadvantages Of Selection Sort
  • Application Of Selection Sort
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • What Is Insertion Sort Algorithm?
  • How Does Insertion Sort Work? (Step-by-Step Explanation)
  • Implementation of Insertion Sort in C++
  • Time And Space Complexity Of Insertion Sort
  • Applications Of Insertion Sort Algorithm
  • Comparison With Other Sorting Algorithms
  • Conclusion 
  • Frequently Asked Questions

Table of content: 

  • Understanding Quick Sort Algorithm
  • Step-By-Step Working Of Quick Sort
  • Implementation Of Quick Sort Algorithm
  • Time Complexity Analysis Of Quick Sort
  • Advantages Of Quick Sort Algorithm
  • Disadvantages Of Quick Sort Algorithm
  • Applications Of Quick Sort Algorithm
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • Understanding The Heap Data Structure
  • Working Of Heap Sort Algorithm 
  • Implementation Of Heap Sort Algorithm
  • Advantages Of Heap Sort
  • Disadvantages Of Heap Sort
  • Real-World Applications Of Heap Sort
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • Understanding The Counting Sort Algorithm
  • Conditions For Using Counting Sort Algorithm
  • How Counting Sort Algorithm Works?
  • Implementation Of Counting Sort Algorithm
  • Time And Space Complexity Analysis Of Counting Sort
  • Comparison Of Counting Sort With Other Sorting Algorithms
  • Advantages Of Counting Sort Algorithm
  • Disadvantages Of Counting Sort Algorithm
  • Applications Of Counting Sort Algorithm 
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • Understanding Shell Sort Algorithm
  • Working Of Shell Sort Algorithm
  • Implementation Of Shell Sort Algorithm
  • Time Complexity Analysis Of Shell Sort Algorithm
  • Advantages Of Shell Sort Algorithm
  • Disadvantages Of Shell Sort Algorithm
  • Applications Of Shell Sort Algorithm
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • What Is The Binary Search Algorithm?
  • Conditions For Using Binary Search
  • Steps For Implementing Binary Search
  • Iterative Method For Binary Search With Implementation Examples
  • Recursive Method For Binary Search
  • Complexity Analysis Of Binary Search Algorithm
  • Iterative Vs. Recursive Implementation Of Binary Search
  • Advantages & Disadvantages Of Binary Search
  • Practical Applications & Real-World Examples Of Binary Search
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • What Is Linked List In Data Structures?
  • Types Of Linked Lists In Data Structures
  • Linked List Operations In Data Structures
  • Advantages And Disadvantages Of Linked Lists In Data Structures
  • Comparison Of Linked Lists And Arrays
  • Applications Of Linked Lists 
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • What Is A Singly Linked List In Data Structure?
  • Insertion Operations On Singly Linked Lists
  • Deletion Operation On Singly Linked List
  • Searching For Elements In Single Linked List
  • Calculating Length Of Single Linked List
  • Practical Applications Of Singly Linked Lists In Data Structure
  • Common Problems With Singly Linked Lists
  • Conclusion
  • Frequently Asked Questions (FAQ)

Table of content: 

  • What Is A Linked List?
  • Reverse A Linked List
  • How To Reverse A Linked List? (Approaches)
  • Recursive Approach To Reverse A Linked List
  • Iterative Approach To Reverse A Linked List
  • Using Stack To Reverse A Linked List
  • Complexity Analysis Of Different Approaches To Reverse A Linked List
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • What Is A Graph Data Structure?
  • Importance Of Graph Data Structures
  • Types Of Graphs In Data Structure
  • Types Of Graph Algorithms
  • Application Of Graphs In Data Structures
  • Challenges And Complexities In Graphs
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • What Is Tree Data Structure?
  • Terminologies Of Tree Data Structure: 
  • Different Types Of Tree Data Structures
  • Basic Operations On Tree Data Structure
  • Applications Of Tree Data Structures
  • Comparison Of Trees, Graphs, And Linear Data Structures
  • Advantages Of Tree Data Structure
  • Disadvantages Of Tree Data Structure
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • What Is Dynamic Programming?
  • Real-Life Example: The Jigsaw Puzzle Analogy
  • How To Solve A Problem Using Dynamic Programming?
  • Dynamic Programming Algorithm Techniques
  • Advantages Of Dynamic Programming
  • Disadvantages Of Dynamic Programming
  • Applications Of Dynamic Programming 
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • Understanding The Sliding Window Algorithm
  • How Does The Sliding Window Algorithm Works?
  • How To Identify Sliding Window Problems?
  • Fixed-Size Sliding Window Example: Maximum Sum Subarray Of Size k
  • Variable-Size Sliding Window Example: Smallest Subarray With A Given Sum
  • Advantages Of Sliding Window Technique
  • Disadvantages Of Sliding Window Technique
  • Conclusion
  • Frequently Asked Questions

Table of content: 

  • Introduction To Data Structures
  • Data Structures Interview Questions: Basics
  • Data Structures Interview Questions: Intermediate
  • Data Structures Interview Questions: Advanced
  • Conclusion
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