Repository for learning Python (Python Tutorial)

Languages and Tools 🧰

Overview 📑

• Repository for learning Python (Python Tutorial)
  • Languages and Tools 🧰
  • Overview 📑
  • Background 📚
  • Data structures and Algorithms 📉
    • Data structures 📈
    • Algorithms 📊
      • Sorting Algorithms
      • Searching Algorithms
      • Tree based Algorithms
      • Graph based Algorithms
  • Objected oriented programming 🚩
  • Simple interview questions ❓
  • NOTE 📓

Background 📚

You can learn Python basic Python.org 💻

Data structures and Algorithms 📉

Data structures 📈

• Array
• Linked list
  • Normal linked list (singly, doubly and circular)
  • Positional list (linked list with positionally access)
• [Stack]
  • Array based stack
  • Linked stack
• Queue
  • Array based queue
  • Linked queue
  • Circular queue]
  • Double ended queue
• Simple apps of Position list ADT
• Tree
  • Binary Tree
  • Search Tree
  • AVL Tree
  • Splay Tree
  • RedBlack Tree
• Heap
• Priority Queue
  • Sorted Priority Queue
  • Unsorted Priority Queue
• Hash Table
  • Chain Hash Map
  • Probe Hash Map
• Hash Map
  • Unsorted Map
  • Sorted Map
  • Multi-map
• Graph
  • Graph DS base on adjacency map
  • Graph Traversal Algorithms

Algorithms 📊

Sorting Algorithms

• Bubble sort
• Insertion sort
• Selection sort
• Merge sort
• Quick sort
• Heap sort

Searching Algorithms

• Linear search
• Binary search
• Another searching algorithms (will be updated later)

Tree based Algorithms

• Traversal Algorithms
  • Pre-order Traversal
  • Post-order Traversal
  • In-order Traversal (only for Binary Tree)
  • Breadth-first Traversal
  • Depth-first Traversal

Graph based Algorithms

• Ford Fulkerson algorithms
• Depth-first search Algorithm (DFS)
• Breath-first search Algorithm (BFS)
• Dijkstra's Algorithm
• Kruskal's Algorithm
• Prim's Algorithm

Objected oriented programming 🚩

Simple interview questions ❓

NOTE 📓

These data structures a have listed above is built myself and used as modules (abstract base class or public interface) for create another structures.