Welcome to Python Data Structures and Algorithms: The Complete Bootcamp. This course will start your DSA journey as a beginner. This course touches on each and every important topic through concept, visualization, and implementation. The entire course is designed for beginners with one goal in mind, for you to to understand each and every concept from scratch.

Throughout the course, we will explore the most important **Data Structures and Algorithms** topics step-by-step:

- Essential Concepts
- Big O Notation
- Memory
- Logarithms
- Recursion

- Data structures:
- Arrays
- Linked Lists (Singly Linked List, Doubly Linked List, Circular Linked List)
- Stacks
- Queues
- Hash Tables
- Trees (Binary Tree, Binary Search Tree, AVL Trees, Red-Black Trees)
- Heaps (Binary Heaps)
- Tries
- Graphs

- Algorithms:
- Elementary Sorting Algorithms (Bubble Sort, Insertion Sort, Selection Sort)
- Advance Searching Algorithms (Quick Sort, Merge Sort)
- Tree Traversal Breadth-First Search: Level Order Traversal, Depth First Search: PreOrder, InOrder, PostOrder
- Graph Traversal (Breadth-First Search, Depth First Search)

- Interview Questions
- Two Sum
- MinMax Stack
- Design Linked List
- Reverse Linked List
- Construct Binary Tree
- Invert Binary Tree
- Construct Binary Search Tree
- Detect Capital
- Reverse String
- Longest Palindromic Substring

- This course is focused on the concept learning approach; youâ€™ll learn every concept through a logical and visual learning approach.
- Learn all important concepts in the simplest possible way with tons of examples and quizzes.
- You just need basic Python knowledge, we will cover everything step-by-step from scratch.

Resources are here in this link.

- Published Date July 2023
- 118 Videos
- 19 hours 51 minutes
- 106 Happy Students

Lesson 1: Course Introduction

Lesson 2: Big O Notation

Lesson 3: Essential Concepts - I

Lesson 4: Data Structure - Introduction

Lesson 5: Data Structures - Array

Lesson 6: Data Structures - Linked List

Lesson 7: Data Structures - Stack and Queue

Lesson 8: Data Structures - Hash Tables

Lesson 9: Data Structures - Trees

Lesson 10: Data Structures - Heaps

Lesson 11: Data Structures - Trie

Lesson 12: Data Structures - Graph

Lesson 13: Essential Concepts - II

Lesson 14: Algorithm: Searching

Lesson 15: Algorithm: Sorting Elementary

Lesson 16: Algorithm: Sorting Advanced

Lesson 17: Algorithms: Tree Traversal

Lesson 18: Algorithms: Graph Traversal

Lesson 19: Implementations and Interview Questions

Lesson 20: Question 1: Two Sum

Lesson 21: Question 2: Min Stack

Lesson 22: Question 3: Max Stack

Lesson 23: Question 4: Design a Linked List

Lesson 24: Question 5: Reverse Linked List

Lesson 25: Question 6: Construct Binary Tree

Lesson 26: Question 7: Invert Binary Tree

Lesson 27: Question 8: Construct Binary Search Tree

Lesson 28: Question 9: Detect Capital

Lesson 29: Question 10: Reverse String

Lesson 30: Question 11: Longest Palindromic Substring

Lesson 31: Bonus - What's next?