Data Structures Easy to Advanced Course - Full Tutorial from a Google Engineer

Overview

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Master the most common data structures in this comprehensive 8-hour course taught by a Google engineer. Learn through high-quality animations and step-by-step instructions, covering topics from abstract data types to indexed priority queues. Gain practical coding experience with working Java source code for each data structure. Explore essential concepts like Big-O notation, dynamic arrays, linked lists, stacks, queues, priority queues, union find, binary search trees, hash tables, Fenwick trees, suffix arrays, and AVL trees. Develop a strong foundation in data structures to enhance your programming skills and problem-solving abilities.

Syllabus

Abstract data types.
Introduction to Big-O.
Dynamic and Static Arrays.
Dynamic Array Code.
Linked Lists Introduction.
Doubly Linked List Code.
Stack Introduction.
Stack Implementation.
Stack Code.
Queue Introduction.
Queue Implementation.
Queue Code.
Priority Queue Introduction.
Priority Queue Min Heaps and Max Heaps.
Priority Queue Inserting Elements.
Priority Queue Removing Elements.
Priority Queue Code.
Union Find Introduction.
Union Find Kruskal's Algorithm.
Union Find - Union and Find Operations.
Union Find Path Compression.
Union Find Code.
Binary Search Tree Introduction.
Binary Search Tree Insertion.
Binary Search Tree Removal.
Binary Search Tree Traversals.
Binary Search Tree Code.
Hash table hash function.
Hash table separate chaining.
Hash table separate chaining source code.
Hash table open addressing.
Hash table linear probing.
Hash table quadratic probing.
Hash table double hashing.
Hash table open addressing removing.
Hash table open addressing code.
Fenwick Tree range queries.
Fenwick Tree point updates.
Fenwick Tree construction.
Fenwick tree source code.
Suffix Array introduction.
Longest Common Prefix (LCP) array.
Suffix array finding unique substrings.
Longest common substring problem suffix array.
Longest common substring problem suffix array part 2.
Longest Repeated Substring suffix array.
Balanced binary search tree rotations.
AVL tree insertion.
AVL tree removals.
AVL tree source code.
Indexed Priority Queue | Data Structure.
Indexed Priority Queue | Data Structure | Source Code.