Python Data Structure and Algorithims

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Linked List

Linked List
Lesson 1 of 22 within section Linked List.
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Linked Lists and Big O Notation
Lesson 2 of 22 within section Linked List.
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Linked Constructor
Lesson 3 of 22 within section Linked List.
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Append Function
Lesson 4 of 22 within section Linked List. You must enroll in this course to access course content.
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Pop Function
Lesson 5 of 22 within section Linked List. You must enroll in this course to access course content.
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Preprend
Lesson 6 of 22 within section Linked List. You must enroll in this course to access course content.
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Pop First
Lesson 7 of 22 within section Linked List. You must enroll in this course to access course content.
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get method 
Lesson 8 of 22 within section Linked List. You must enroll in this course to access course content.
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set method
Lesson 9 of 22 within section Linked List. You must enroll in this course to access course content.
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insert method
Lesson 10 of 22 within section Linked List. You must enroll in this course to access course content.
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Remove
Lesson 11 of 22 within section Linked List. You must enroll in this course to access course content.
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Reverse
Lesson 12 of 22 within section Linked List. You must enroll in this course to access course content.
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Doubly Linked List
Lesson 13 of 22 within section Linked List. You must enroll in this course to access course content.
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Constructor
Lesson 14 of 22 within section Linked List. You must enroll in this course to access course content.
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Append Function
Lesson 15 of 22 within section Linked List. You must enroll in this course to access course content.
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POP
Lesson 16 of 22 within section Linked List. You must enroll in this course to access course content.
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preprend
Lesson 17 of 22 within section Linked List. You must enroll in this course to access course content.
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pop first
Lesson 18 of 22 within section Linked List. You must enroll in this course to access course content.
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GET
Lesson 19 of 22 within section Linked List. You must enroll in this course to access course content.
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set
Lesson 20 of 22 within section Linked List. You must enroll in this course to access course content.
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insert
Lesson 21 of 22 within section Linked List. You must enroll in this course to access course content.
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remove
Lesson 22 of 22 within section Linked List. You must enroll in this course to access course content.
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Doubly Linked List

Doubly Linked List Introduction
Lesson 1 of 8 within section Doubly Linked List.
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 Understanding the append() Method in a Doubly Linked List
Lesson 2 of 8 within section Doubly Linked List. You must enroll in this course to access course content.
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Pop Method in a Doubly Linked List
Lesson 3 of 8 within section Doubly Linked List. You must enroll in this course to access course content.
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Prepend Method in a Doubly Linked List
Lesson 4 of 8 within section Doubly Linked List. You must enroll in this course to access course content.
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Pop First in a Doubly Linked List
Lesson 5 of 8 within section Doubly Linked List. You must enroll in this course to access course content.
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 Get Method in a Doubly Linked List
Lesson 6 of 8 within section Doubly Linked List. You must enroll in this course to access course content.
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Insert Method in a Doubly Linked List
Lesson 7 of 8 within section Doubly Linked List. You must enroll in this course to access course content.
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Remove Method in a Doubly Linked List
Lesson 8 of 8 within section Doubly Linked List.
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Understanding Stack Data Structure with Real-Life Examples

Understanding Stack Data Structure with Real-Life Examples
Lesson 1 of 8 within section Understanding Stack Data Structure with Real-Life Examples.
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Building the Stack Constructor in Python
Lesson 2 of 8 within section Understanding Stack Data Structure with Real-Life Examples. You must enroll in this course to access course content.
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 Implementing the Push Method in a Stack (Python)
Lesson 3 of 8 within section Understanding Stack Data Structure with Real-Life Examples. You must enroll in this course to access course content.
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 Implementing the Pop Method in a Stack (Python)
Lesson 4 of 8 within section Understanding Stack Data Structure with Real-Life Examples. You must enroll in this course to access course content.
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Queue Intro
Lesson 5 of 8 within section Understanding Stack Data Structure with Real-Life Examples.
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Building the Queue Constructor in Python
Lesson 6 of 8 within section Understanding Stack Data Structure with Real-Life Examples. You must enroll in this course to access course content.
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Building the enqueue() Method in Python Queue
Lesson 7 of 8 within section Understanding Stack Data Structure with Real-Life Examples. You must enroll in this course to access course content.
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Understanding the Dequeue (DQ) Method in Queues
Lesson 8 of 8 within section Understanding Stack Data Structure with Real-Life Examples.
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Tree Datastructure

Understanding Trees in Data Structures
Lesson 1 of 3 within section Tree Datastructure. You must enroll in this course to access course content.
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Understanding Binary Search Trees (BSTs)
Lesson 2 of 3 within section Tree Datastructure.
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Understanding Binary Search Tree (BST) Big O
Lesson 3 of 3 within section Tree Datastructure. You must enroll in this course to access course content.
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Graphs

Introduction to Graphs in Data Structures
Lesson 1 of 6 within section Graphs. You must enroll in this course to access course content.
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Adjacency Matrix representation of graphs
Lesson 2 of 6 within section Graphs. You must enroll in this course to access course content.
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 Implementing the Add Vertex Method in a Graph
Lesson 3 of 6 within section Graphs. You must enroll in this course to access course content.
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Implementing the Add Edge Method in a Graph
Lesson 4 of 6 within section Graphs. You must enroll in this course to access course content.
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Implementaion Of Remove edge
Lesson 5 of 6 within section Graphs. You must enroll in this course to access course content.
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Implemenation Of Remove Vertex
Lesson 6 of 6 within section Graphs. You must enroll in this course to access course content.
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Recursion

Understanding Recursion — The Function That Calls Itself
Lesson 1 of 3 within section Recursion. You must enroll in this course to access course content.
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Understanding the Call Stack in Python
Lesson 2 of 3 within section Recursion. You must enroll in this course to access course content.
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Understanding Recursion with Factorial
Lesson 3 of 3 within section Recursion. You must enroll in this course to access course content.
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Recursive Binary Search Tree

Introduction  Binary Search Tree
Lesson 1 of 8 within section Recursive Binary Search Tree. You must enroll in this course to access course content.
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 Understanding Recursive Insert in Binary Search Trees (BSTs)
Lesson 2 of 8 within section Recursive Binary Search Tree. You must enroll in this course to access course content.
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Understanding How to Delete a Node in a Binary Search Tree (BST)
Lesson 3 of 8 within section Recursive Binary Search Tree. You must enroll in this course to access course content.
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 Recursive Delete in a Binary Search Tree (BST) – Part 1
Lesson 4 of 8 within section Recursive Binary Search Tree. You must enroll in this course to access course content.
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Recursive Delete in a Binary Search Tree (BST) – Part 2
Lesson 5 of 8 within section Recursive Binary Search Tree. You must enroll in this course to access course content.
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Finding the Minimum Value in a Binary Search Tree (BST)
Lesson 6 of 8 within section Recursive Binary Search Tree. You must enroll in this course to access course content.
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 Deleting a Node with Two Children in a Binary Search Tree (BST)
Lesson 7 of 8 within section Recursive Binary Search Tree. You must enroll in this course to access course content.
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Complete Guide to Binary Search Tree (BST) Operations in Python
Lesson 8 of 8 within section Recursive Binary Search Tree. You must enroll in this course to access course content.
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Dynamic Programming

Introduction to Dynamic Programming: Understanding Overlapping Subproblems
Lesson 1 of 2 within section Dynamic Programming. You must enroll in this course to access course content.
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Dynamic Programming: Understanding Optimized Substructure
Lesson 2 of 2 within section Dynamic Programming. You must enroll in this course to access course content.
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Heap Sort

Understanding Heaps in Data Structures
Lesson 1 of 7 within section Heap Sort. You must enroll in this course to access course content.
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Inserting Elements into a Heap
Lesson 2 of 7 within section Heap Sort. You must enroll in this course to access course content.
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Building the Max Heap Class and Helper Methods
Lesson 3 of 7 within section Heap Sort. You must enroll in this course to access course content.
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Understanding the Insert Operation in a Max Heap
Lesson 4 of 7 within section Heap Sort. You must enroll in this course to access course content.
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Understanding the Remove Operation in a Max Heap
Lesson 5 of 7 within section Heap Sort. You must enroll in this course to access course content.
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Understanding the Sink Down Method in a Max Heap
Lesson 6 of 7 within section Heap Sort. You must enroll in this course to access course content.
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Understanding Priority Queues Using Heaps
Lesson 7 of 7 within section Heap Sort. You must enroll in this course to access course content.
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Hash Tables

Introduction to Hash Tables
Lesson 1 of 6 within section Hash Tables.
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Handling Collisions in Hash Tables
Lesson 2 of 6 within section Hash Tables. You must enroll in this course to access course content.
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Building a Hash Table in Python
Lesson 3 of 6 within section Hash Tables. You must enroll in this course to access course content.
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Setting a Key-Value Pair in a Hash Table
Lesson 4 of 6 within section Hash Tables. You must enroll in this course to access course content.
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Getting a Value from a Hash Table
Lesson 5 of 6 within section Hash Tables. You must enroll in this course to access course content.
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 Getting All Keys from a Hash Table
Lesson 6 of 6 within section Hash Tables. You must enroll in this course to access course content.
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Tree Traversal in Data Structures

Understanding Tree Traversal in Data Structures
Lesson 1 of 9 within section Tree Traversal in Data Structures.
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Breadth-First Search (BFS) in Trees Explained Step-by-Step
Lesson 2 of 9 within section Tree Traversal in Data Structures.
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🌳 Implementing Breadth-First Search (BFS) in a Binary Search Tree
Lesson 3 of 9 within section Tree Traversal in Data Structures.
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🌲 Understanding Preorder Depth-First Search (DFS) in Binary Trees
Lesson 4 of 9 within section Tree Traversal in Data Structures.
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💻 Coding Preorder Depth-First Search (DFS) with Recursion — Step-by-Step
Lesson 5 of 9 within section Tree Traversal in Data Structures.
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 Understanding Postorder Depth-First Search (DFS) Traversal in Binary Trees
Lesson 6 of 9 within section Tree Traversal in Data Structures.
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🌳 Coding Depth-First Search (DFS) Postorder Traversal in Python
Lesson 7 of 9 within section Tree Traversal in Data Structures.
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🌳 Understanding Depth First Search (DFS) — Inorder Traversal
Lesson 8 of 9 within section Tree Traversal in Data Structures.
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🌳 Coding Depth First Search (DFS) — Inorder Traversal Explained
Lesson 9 of 9 within section Tree Traversal in Data Structures.
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Merge Sort

Understanding Merge Sort: A Step-by-Step Explanation
Lesson 1 of 6 within section Merge Sort.
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Understanding the Merge Function in Merge Sort
Lesson 2 of 6 within section Merge Sort.
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Implementing the Merge Function in Python
Lesson 3 of 6 within section Merge Sort.
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Bringing It All Together: Understanding Merge Sort with Recursion
Lesson 4 of 6 within section Merge Sort.
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Writing the Merge Sort Algorithm in Python
Lesson 5 of 6 within section Merge Sort.
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Understanding the Big O of Merge Sort
Lesson 6 of 6 within section Merge Sort.
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Quick Sort

Understanding Quicksort — Overview
Lesson 1 of 4 within section Quick Sort. You must enroll in this course to access course content.
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Understanding the Pivot Function in Quicksort
Lesson 2 of 4 within section Quick Sort.
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Writing the Pivot Function in Quicksort
Lesson 3 of 4 within section Quick Sort.
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Implementing the Quicksort Function in Python
Lesson 4 of 4 within section Quick Sort.
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Basic Sort

Understanding Bubble Sort
Lesson 1 of 5 within section Basic Sort.
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Coding Bubble Sort in Python
Lesson 2 of 5 within section Basic Sort.
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Selection Sort Overview
Lesson 3 of 5 within section Basic Sort.
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Selection Sort in Python
Lesson 4 of 5 within section Basic Sort.
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Insertion Sort in Python
Lesson 5 of 5 within section Basic Sort.
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