Data Structures and Algorithms with Python | Free DSA with Python Course
🚀 Welcome to the Free DSA with Python Course Playlist by Code & Debug!
This comprehensive playlist is designed to help you master Data Structures and Algorithms (DSA) using Python, one of the most versatile programming languages. Whether you’re a beginner or preparing for coding interviews, this course is your one-stop solution to understanding and implementing DSA concepts effectively.
🎯 What you’ll learn in this playlist:
✅ Arrays, Linked Lists, Stacks, Queues, and Hashing
✅ Sorting Algorithms like Quick Sort, Merge Sort, and Bubble Sort
✅ Searching Techniques including Linear Search and Binary Search
✅ Advanced topics like Recursion, Dynamic Programming, and Graph Algorithms
✅ Real-world coding problems from Leetcode and other platforms
💡 Key features of this course:
📌 Beginner-friendly explanations
📌 Practical Python implementations
📌 Real coding interview questions
📌 Step-by-step problem-solving approach
👉 Start learning for free today and level up your coding game!
🙏 Don’t forget to subscribe to Code & Debug and hit the 🔔 for notifications about our upcoming videos. Let’s make DSA with Python simple and fun together!
#DSAWithPython #PythonDSA #DataStructuresAndAlgorithms #CodeAndDebug #FreeDSACourse #LearnPython #CodingInterviews
Curated by: Code and Debug (230 videos)
Currently Playing: DSA in Python Course - Find the Second Largest Element in an Array Without Sorting - Part 25
Welcome to Part 25 of Code & Debug’s DSA in Python Course!
In this video, we’ll learn how to find the second largest element in an array without using sorting in Python. This technique is highly efficient and often used in coding interviews for optimizing solutions.
Here’s what you’ll learn:
📌 Why finding the second largest element is important
📌 Step-by-step explanation without using sorting
📌 Python implementation with practical examples
👉 Link to solve this question:
https://www.naukri.com/code360/problems/ninja-and-the-second-order-elements_6581960
👉 Refer the article below for better understanding:
https://codeanddebug.in/blog/find-second-largest-and-second-smallest-element-in-an-array/
👉 📄 Access the full YouTube DSA Playlist Sheet (All Questions in Order):
🔗 https://docs.google.com/spreadsheets/d/1AWE15Fy3wD2iqu2vjK_R7cCiuvSsjYQclcdZmHpF66o/edit?usp=sharing
👉 Enroll in the free DSA Python course here:
https://codeanddebug.in/course/master-dsa-with-leetcode
👉 Enroll for Self-Paced Advance DSA course here:
https://codeanddebug.in/course/zero-to-hero-python-dsa
👉 Don’t forget to subscribe and hit the 🔔 to stay updated with all our lectures.
Timestamps:
0:00 - Introduction
0:18 - Problem Statement
1:52 - Brute Force Approach
3:30 - Time & Space Complexity
3:51 - Better Solution (Two Pass)
6:05 - Better Solution Code
8:10 - Time & Space Complexity
8:56 - Optimal Solution (Single Pass)
12:11 - Optimal Code
14:03 - Time & Space Complexity
#DSAPythonCourse #SecondLargestElement #PythonDSA #CodeAndDebug #PythonProgramming #LearnDSA #ArrayOperations
Tracks in this Playlist
- DSA Python Course 2026 - Data Structures & Algorithms Using Python - Part 1 [Hindi] | Code & Debug
- Time and Space Complexity? - DSA Python Course - Part 2 [Hindi] | Code & Debug
- What is Time Limit Exceeded (TLE) Error? - DSA Python Course - Part 3 [Hindi] | Code & Debug"
- Time Complexity of Common Python Operations & Methods - DSA Python Course 2025 - Part 4 [Hindi]
- DSA in Python - Extraction of Digits Using Loops - Part 5 [Hindi] | Code & Debug
- DSA in Python Course - Count the Number of Digits in an Integer - Part 6 [Hindi] | Code & Debug
- DSA in Python Course - Check if a Number is Palindrome or Not - Part 7 [Hindi] | Code & Debug
- DSA in Python Course - Armstrong Number Explained - Part 8 [Hindi] | Code & Debug
- DSA in Python Course - Print All Factors of a Given Number - Part 9 [Hindi] | Code & Debug
- DSA Python Course 2025 - Store Frequency in Dictionary - Part 10 [Hindi] | Code & Debug
- DSA Python Course 2025 - Introduction to Hashing in Python - Part 11 [Hindi] | Code & Debug
- DSA Python Course 2025 - Introduction to Recursion Concept - Part 12 [Hindi] | Code & Debug
- DSA Python Course 2025 - Recursion Using Parameters - Part 13 [Hindi] | Code & Debug
- DSA Python Course 2025 - What is Functional Recursion? - Part 14 [Hindi] | Code & Debug
- DSA Python Course 2025 - Find the Factorial of a Number - Part 15 [Hindi] | Code & Debug
- DSA in Python Course - Reverse an Array Using Recursion - Part 16 [Hindi] | Code & Debug
- DSA in Python Course- Check if a String is Palindrome or Not - Part 17 [Hindi] | Code & Debug
- DSA in Python Course - Find the Fibonacci Number - Part 18 [Hindi] | Code & Debug
- DSA in Python Course - Selection Sort in Python - Part 19 [Hindi] | Code & Debug
- DSA in Python Course - Bubble Sort in Python - Part 20 [Hindi] | Code & Debug
- DSA in Python Course - Insertion Sort in Python - Part 21 [Hindi] | Code & Debug
- DSA in Python Course - Merge Sort in Python - Part 22 [Hindi] | Code & Debug
- DSA in Python Course - Quick Sort Algorithm in Python - Part 23 [Hindi] | Code & Debug
- DSA in Python Course - Find the Largest Element in an Array - Part 24 [Hindi] | Code & Debug
- DSA in Python Course - Find the Second Largest Element in an Array Without Sorting - Part 25
- DSA in Python Course - Check if an Array is Sorted - Part 26 [Hindi] | Code & Debug
- DSA in Python Course - Remove Duplicates from a Sorted Array - Part 27 [Hindi] | Code & Debug
- DSA in Python Course - Right Rotate an Array by One Place - Part 28 [Hindi] | Code & Debug
- DSA in Python Course - Leetcode 189: Right Rotate an Array by K Places - Part 29 [Hindi]
- DSA in Python Course - Leetcode 283: Move Zeros to the End of the List - Part 30 [Hindi]
- DSA in Python Course - Implementing Linear Search - Part 31 [Hindi] | Code & Debug
- DSA in Python Course - Merge 2 Sorted Arrays Without Duplicates - Part 32 [Hindi] | Code & Debug
- DSA in Python Course - Leetcode 268: Find Missing Number in an Array - Part 33 [Hindi]
- DSA in Python Course - Leetcode 485: Max Consecutive Ones - Part 34 [Hindi] | Code & Debug
- DSA in Python Course - Leetcode 1: Two Sum Problem - Part 35 [Hindi] | Code & Debug
- DSA in Python Course - Leetcode 53: Find the Maximum Subarray Sum - Part 36 [Hindi] | Code & Debug
- DSA in Python Course - Leetcode 121: Best Time to Buy and Sell Stock - Part 37 [Hindi]
- DSA in Python Course - Leetcode 2149: Rearrange Array Elements by Sign - Part 38 [Hindi]
- DSA in Python Course - Leetcode 128: Longest Consecutive Sequence - Part 39 [Hindi] | Code & Debug
- DSA in Python Course - Learn About 2D List or Matrix - Part 40 [Hindi] | Code & Debug
- DSA in Python Course - Leetcode 73: Set Matrix Zeros - Part 41 [Hindi] | Code & Debug
- DSA in Python Course - Leetcode 48: Rotate Matrix by 90 Degrees - Part 42 [Hindi] | Code & Debug
- DSA in Python Course - Leetcode 54: Print the Matrix in Spiral Order - Part 43 [Hindi]
- DSA in Python Course - Leetcode 15: 3Sum Problem - Part 44 [Hindi]
- DSA in Python Course - Leetcode 18: 4Sum Problem - Part 45 [Hindi] | Code & Debug
- DSA in Python Course - Introduction to Binary Search - Part 46 [Hindi] | Code & Debug
- DSA in Python Course - Implementation of Lower and Upper Bound - Part 47 [Hindi] | Code & Debug
- DSA in Python - Leetcode 35: Search Insert Position | Binary Search Optimization - Part 48 [Hindi]
- DSA in Python Course - Floor & Ceil in Sorted Array | Binary Search Approach - Part 49 [Hindi]
- DSA in Python - Find First & Last Occurrence in Sorted Array | Binary Search - Part 50 [Hindi]
- DSA in Python Course - Count Occurrences in Sorted Array | Binary Search Approach - Part 51 [Hindi]
- DSA in Python Course - Search in Rotated Sorted Array | Binary Search Approach - Part 52 [Hindi]
- DSA in Python - Search in Rotated Sorted Array II | Binary Search with Duplicate - Part 53 [Hindi]
- DSA in Python Course - Find Minimum in Rotated Sorted Array | Binary Search - Part 54 [Hindi]
- Introduction to Linked Lists in Python | Real-Life Example | Memory Allocation - Part 55 [Hindi]
- Singly Linked List Operations | Traversal, Insertion, Deletion, Append in Python - Part 56 [Hindi]
- DSA in Python - Leetcode 876: Middle of the Linked List | Tortoise-Hare Approach - Part 57 [Hindi]
- DSA in Python Course - Reverse a Linked List | Iterative Approach - Part 58 [Hindi]
- DSA in Python Course - Leetcode 141: Linked List Cycle | Floyd’s Cycle Detection - Part 59 [Hindi]
- DSA in Python - Leetcode 142: Linked List Cycle II | Find the Cycle Starting Point - Part 60 [Hindi]
- DSA in Python Course - Find Length of Loop in Linked List | Floyd Cycle Detection Algo - Part 61
- DSA in Python Course - Leetcode 328: Odd Even Linked List | Rearrange Nodes | Part 62 [Hindi]
- DSA Python - Leetcode 19: Remove Nth Node from End of List | Two Pointer Approach - Part 63 [Hindi]
- DSA in Python Course - What is a Doubly Linked List? | Real Life Example | Part 162 [Hindi]
- DSA in Python - Doubly Linked List Methods Explained with Code | Insert, Delete, Traverse | Part 163
- DSA in Python Course - Reverse a Doubly Linked List | GFG Practice | Part 164 [Hindi]
- DSA in Python - Delete All Occurrences of a Key in Doubly Linked List | GFG Practice | Part 165
- DSA in Python - Find Pairs with Given Sum in Doubly Linked List | Brute to Optimal | GFG | Part 166
- DSA in Python Course - Remove Duplicates from a Sorted Doubly Linked List | GFG Practice | Part 167
- DSA in Python - Introduction to Bit Manipulation | AND, OR, XOR, NOT, Shift Operations - Part 64
- DSA in Python - Bit Manipulation Basics | Swapping, Setting, Clearing, Toggling Bits - Part 65
- DSA in Python - Minimum Bit Flips to Convert Number | Bit Manipulation | Leetcode 2220 - Part 66
- DSA in Python - Single Number | Bit Manipulation & XOR Trick | Leetcode 136 - Part 67 [Hindi]
- DSA in Python - Generate Subsets Using Bit Manipulation | Power Set | Leetcode 78 - Part 68 [Hindi]
- DSA in Python - Advanced Recursion | Generate All Subsequences Using Recursion - Part 69 [Hindi]
- DSA in Python - Advanced Recursion | Generate Subsequences with Sum K | Backtracking - Part 70
- DSA in Python Course - Backtracking | Check if a Subsequence with Sum = K Exists | Part 71 [Hindi]
- DSA in Python - Advanced Recursion | Count All Subsequences with Sum K | Backtracking - Part 72
- DSA in Python - Generate All Binary Strings | Backtracking & Recursion | GFG - Part 73 [Hindi]
- DSA in Python - Generate Parentheses | Recursion & Backtracking | Leetcode 22 - Part 74 [Hindi]
- DSA in Python - Combination Sum | Recursion & Backtracking | Leetcode 39 - Part 75 [Hindi]
- DSA in Python - Combination Sum II | Recursion & Backtracking | Leetcode 40 - Part 76 [Hindi]
- DSA in Python - Subset Sums | Recursion & Backtracking | GFG Problem - Part 77 [Hindi]
- DSA in Python - Combination Sum III | Recursion & Backtracking | Leetcode 216 - Part 78 [Hindi]
- DSA in Python - Letter Combinations of a Phone Number | Backtracking | Leetcode 17 - Part 79 [Hindi]
- DSA in Python - N-Queens Problem | Recursion & Backtracking | Leetcode 51 - Part 80 [Hindi]
- DSA in Python - Rat in a Maze | Recursion & Backtracking | GFG Problem - Part 81 [Hindi]
- DSA in Python - Implement Stack using Arrays | Stack Data Structure Explained - Part 82 [Hindi]
- DSA in Python - Implement Queue using Arrays | Queue Data Structure Explained - Part 83 [Hindi]
- DSA in Python - Understanding Deque in Python | append, popleft, appendleft, pop | Part 84 [Hindi]
- DSA in Python - Implement Stack using Queue | Two Approaches Explained | Part 85 [Hindi]
- DSA in Python - Implement Queue using Stack | Using Two Stacks Explained | Part 86 [Hindi]
- DSA in Python Course - Implement Stack & Queue using Doubly Linked List - Part 87 [Hindi]
- DSA in Python Course - Valid Parentheses | Stack-Based Approach | Leetcode 20 - Part 88 [Hindi]
- DSA in Python Course - Min Stack | Get Minimum in O(1) using Stack | Leetcode 155 - Part 89 [Hindi]
- DSA in Python Course - Infix, Postfix & Prefix | Conversions Explained with Stack - Part 90 [Hindi]
- DSA in Python - Next Greater Element | Monotonic Stack Approach | GFG Problem - Part 91 [Hindi]
- DSA Python - Next Greater Element II | Circular Array using Stack | Leetcode 503 - Part 92 [Hindi]
- DSA in Python - Asteroid Collision | Stack Simulation | Leetcode 735 - Part 93 [Hindi]
- DSA in Python - Longest Substring Without Repeating Characters | Leetcode 3 - Part 94 [Hindi]