• Getting Started with Learning Data Structures and Algorithms

• Introduction to Data Structures
• Big-O Notation and Complexity Analysis
• Arrays
• Linked List
• Stacks
• Queues
• Introduction to Trees
• Binary Trees
• Binary Search Trees
• Heap Data Structure
• Hashtable (aka Hashmap or Dictionary)
• Hash Functions Deep Dive
• Trie (aka Prefix Tree)
• Bloom Filter
• Graphs

• Introduction to Recursion
• Fibonacci and Going Beyond Recursion
• Search Algorithms and Linear Search
• Faster Searching with Binary Search
• Binary Tree Traversal
• Depth-First Search (DFS) and Breadth-First Search (BFS)

Sorting Algorithms

Diving Deeper