Thread by @swapnakpanda

Are you new to Data Structures and Algorithms (DSA)?

Let's get to know about all of those we would be learning.

🧵 👇

1️⃣ Array

👉 Data Structures

1️⃣ One-Dimensional Array
2️⃣ Multi-Dimensional Array

👉 Algorithms

1️⃣ Traverse
2️⃣ Insert
3️⃣ Delete
4️⃣ Get
5️⃣ Search
6️⃣ Size
7️⃣ Reverse

2️⃣ Linked List

👉 Data Structures

1️⃣ Singly Linked List
2️⃣ Doubly Linked List

👉 Algorithms

1️⃣ Traverse
2️⃣ InsertAtHead
3️⃣ InsertAtEnd
4️⃣ Insert
5️⃣ DeleteAtHead
6️⃣ DeleteAtEnd
7️⃣ Delete
8️⃣ Update
9️⃣ Get
1️⃣0️⃣ Search
1️⃣1️⃣ IsEmpty
1️⃣2️⃣ Reverse

3️⃣ Stack

👉 Data Structures
1️⃣ Stack

👉 Algorithms
1️⃣ Push
2️⃣ Pop
3️⃣ IsEmpty
4️⃣ Top

4️⃣ Queues

👉 Data Structures

1️⃣ Queue
2️⃣ Circular Queue
3️⃣ Priority Queue
4️⃣ Dequeue

👉 Algorithms

1️⃣ Enqueue
2️⃣ Dequeue
3️⃣ IsEmpty
4️⃣ Top

5️⃣ Hash Table

👉 Data Structures

1️⃣ Hash Table

👉 Algorithms

1️⃣ Hashing/Hash Function (Division Method, Multiplication Method)

2️⃣ Hash Collision (Collision Resolution, Open Addressing like Linear Probing, Quadratic Probing, Double Hashing)

6️⃣.1️⃣ Tree

👉 Data Structures

1️⃣ Binary Tree
2️⃣ Binary Search Tree
3️⃣ AVL Tree
4️⃣ B-Tree
5️⃣ B+ Tree
6️⃣ Red Black Tree
7️⃣ Trie

👉 Algorithms

1️⃣ Traversal
2️⃣ Height of a Node/Tree
3️⃣ Depth of a Node
4️⃣ Degree of a Node
5️⃣ Insert
6️⃣ Delete
7️⃣ Get
8️⃣ Search

6️⃣ .2️⃣ Heap

👉 Data Structures

1️⃣ Heap
2️⃣ Fibonacci Heap

👉 Algorithms

1️⃣ Heapify
2️⃣ Insert
3️⃣ Delete
4️⃣ Peek (Max/Min Element)
5️⃣ Extract (Max/Min Element)

7️⃣ Graph

👉 Data Structures
1️⃣ Graph (Directed, Undirected)

👉 Algorithms

1️⃣ Graph Traversal
2️⃣ Depth First Search
3️⃣ Breadth First Search
4️⃣ Add Element
5️⃣ Delete Element
6️⃣ Find the path between 2 elements

8️⃣ Sorting Algorithms

1️⃣ Bubble Sort
2️⃣ Selection Sort
3️⃣ Insertion Sort
4️⃣ Merge Sort
5️⃣ Quick Sort
6️⃣ Counting Sort
7️⃣ Radix Sort
8️⃣ Bucket Sort
9️⃣ Heap Sort
1️⃣0️⃣ Shell Sort

9️⃣ Search Algorithms

1️⃣ Linear Search
2️⃣ Binary Search

1️⃣0️⃣ Other Algorithms

1️⃣ Divide and Conquer Algorithms
2️⃣ Greedy Algorithms
3️⃣ Dynamic Programming

In coming days I will be posting threads and infographics on all these topics as part of DSA series.

Are you interested? Reply about it.

Reply if you see any algorithms/data structures are missed.

Stay tuned. See you soon. 👋