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Introduction to Data Structure and Algorithms
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Course Intoduction
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What is Data Structure?
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What is an Algorithms?
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What is Pseudocode?
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What is Flowchart?
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What is UML?
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Why are Data Structures and Algorithms important?
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Concept of Data Structure
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Data and Data Structure
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Classification of Data Structure
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Properties of Data Structure
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Data Type and user defined data type
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Data Type and user defined data type-2
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Abstract Data Type(ADT)
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Algorithm Analysis
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Analysis of algorithms
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How to analyze complexity
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Experimental Study of Time Complexity in Python
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Experimental Study of Space Complexity in Python
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"Experimental Study of time and Space Complexities on Jupyter Notebook"
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Functional Study of Time Complexity
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Functional Study of Space Complexity
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Order of Grwoth
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Asymptotic Analysis And Asymptotic Notation
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Asymptotic Analysis with best,avg and worst case
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Asymptotic Notations-1
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Asymptotic Notations-2
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Example of Big-O Complexities
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Complexity of Code-1
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Complexity of Code-2
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TimeSpace Trade Off
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Array Data Structure
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Data Structure in Python
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Concept of Data Structure
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Array Data Structure
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Array AND Memory
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What is Array?
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Why We Need of Array
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Low Level Array and Referential array
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Array vs List
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Array ADT
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Implementation of Array: array() constructor
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Implementation of Array
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Implementation of Array: Important Points
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Accessing Python Array Elements
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Slicing in Array
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Updating an Array & Adding elements
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Removing Elements From Array
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Searching and Sorting in Array
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Stack
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What is a Stack ?
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Stack Implementation-1 using List
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Stack Implementation-2 using list and functions
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Stack implementation using Collections.deque
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Stack implementation using queue.LifoQueue
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Queues
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What is a Queue?
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Working of Queue
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Types of Queue
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Circular Queue
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Circular Queue implementation in Python
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Double Ended Queue
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Queue implementation in python using collections.deque
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Queue implementation in python using queue.Queue
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Stack VS Queue
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Linked List
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What is Linked List?
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Creation of Linked List in Python
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Linked List Operations : INSERTION
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Linked List Operations : DELETION
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Types of Linked List
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Doubly Linked List Operation: Insertion
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Doubly Linked List Operation: Deletion
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Circular Linked List- Its operations I
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Circular Linked List- Its operations II
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Summary
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Tree Based DSA
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Tree Data Structure
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Tree Traversal
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Example: Inorder, Preorder, Postorder
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Python implementation (tree traversal)
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Binary Tree, types of Binary Tree
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Python Implementation of Binary Tree
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Full Binary Tree
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Perfect Binary Tree
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Complete Binary Tree-I
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Complete Binary Tree-II
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Balanced Binary Tree
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Binary Search Tree-I
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Binary Search Tree-II
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Binary Search Tree-III
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Sorting
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Bubble Sort
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Bubble Sort-Python Implementation
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Selection Sort with Python Implementation
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Insertion Sort
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Insertion Sort-Python Implementation
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Merge Sort
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Merge Sort Python Implementation
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Quick Sort
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Quick Sort-Python Implementation
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Quick Sort Program,Complexity
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Seraching
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Linear Search
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Binary Search
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Graph in DSA
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Graph: what is Graph? Graph Representation, Types of Graphs
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Graph Representation-Adjacency Matrix
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Graph Representation-Adjacency List
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Pros and cons of Adjacency Matrix and List
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Depth First Search
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Breadth First Serach
Preview - Data Structures and Algorithms (DSA) In Python
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