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Easy to Advanced Data Structures by Udemy
A complete guide to learning everything there is to know about data structures
Course Highlights
- Mature understanding of data structures
- Algorithms associated with data structures
- Dynamic arrays
- Singly and doubly linked list
- Queues & Stacks
- Binary Trees and Binary search trees
- Heaps & Priority queues
- Union find/Disjoint set
- Hash table/Associative array
- Fenwick tree/Binary indexed tree
Skills you will learn!
Curriculum
3 Topics
Abstract data types Introduction
Understanding time/space complexity
QUIZ: time complexity
3 Topics
Static and dynamic arrays
QUIZ: dynamic arrays
Dynamic array source code
3 Topics
Linked list introduction
QUIZ: linked lists
Doubly linked list source code
4 Topics
Understanding stacks
Stack implementation details
QUIZ: stacks
Stack source code
5 Topics
Understanding queues
QUIZ: queues I
Breadth first search and queue implementation
QUIZ: queues II
Queue source code
6 Topics
What is a priority queue?
Min heaps and Max heaps
Priority queue inserting elements
QUIZ: priority queue
Priority queue removing elements
Priority queue source code
6 Topics
Union find introduction
Kruskal's Algorithm
Union and find operations
Path compression
Union find source code
QUIZ: union find
6 Topics
Introduction to binary trees
Binary search tree insertions
Binary search tree removals
Binary tree traversals
QUIZ: tree traversals
Binary search tree source code
11 Topics
Hash table hash functions
Hash table separate chaining
Hash table separate chaining source code
QUIZ: hash functions and separate chaining
Hash table open addressing
Hash table linear probing
Hash table quadratic probing
Hash table double hashing
QUIZ: open addressing
Hash table removing key-value pairs
Hash table open addressing source code
5 Topics
Fenwick tree range queries
Fenwick tree point updates
Fenwick tree construction
Fenwick tree source code
QUIZ: fenwick tree
4 Topics
Tree rotations
AVL tree insertions
AVL tree removals
AVL tree source code
2 Topics
Introduction to indexed priority queues
Indexed priority queue source code
2 Topics
Sparse Table
Sparse Table Source Code
Easy to Advanced Data Structures
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