🧠 DSA with Python Roadmap (Beginner → Interview)

📂 DSA Foundations
∟ What is DSA
∟ Time & Space Complexity

📂 Python for DSA
∟ Lists & Strings
∟ Set & Dictionary Usage

📂 Searching Algorithms
∟ Linear Search
∟ Binary Search

📂 Sorting Algorithms
∟ Bubble, Selection, Insertion
∟ Merge & Quick Sort

📂 Recursion Basics
∟ Base & Recursive Case
∟ Stack Memory

📂 Stack & Queue
∟ Stack using List
∟ Queue using Deque

📂 Linked List
∟ Singly & Doubly Linked List
∟ Slow & Fast Pointer

📂 Problem-Solving Patterns
∟ Two Pointer
∟ Sliding Window

📂 Hashing Techniques
∟ Frequency Count
∟ Subarray Problems

📂 Trees
∟ Binary Tree
∟ Tree Traversals

📂 Heap & Priority Queue
∟ Min / Max Heap
∟ Top-K Problems

📂 Graphs
∟ BFS & DFS
∟ Cycle Detection

📂 Dynamic Programming
∟ Memoization
∟ Tabulation

📂 Bit Manipulation
∟ Bitwise Operators
∟ Common Tricks

📂 Practice Strategy
∟ Beginner → Advanced Problems
∟ Revision & Mock Interviews

∟✅ Interview Ready

❤️ React for more