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๐Ÿ“˜ Python Data Structures Intermediate to Expert

๐ŸŽฏ High-Engagement Post (Attention-Grabbing)



๐Ÿšจ STOP Scrolling if you're learning Python! This oneโ€™s for YOU ๐Ÿ‘‡

After crushing

๐Ÿ’ฅ Loops and Conditionals, Iโ€™ve unlocked the next big milestone in Python:

๐Ÿง  Data Structures with Lists (No Classes, Just Logic!)



If youโ€™ve ever thought:



โ“ โ€œLinked List? Sounds scaryโ€ฆโ€ โ“

โ€œCan I do graphs and trees without OOP?โ€

โœ… YES, and Iโ€™ll show you HOW โ€” step by step, beginner to expert level.



๐Ÿ” Hereโ€™s what youโ€™ll learn in my latest notes:



๐Ÿ“Œ Singly Linked List (using Tuples โ€” YES, it works!)

๐Ÿ“Œ Stack & Queue (clean list and deque tricks)

๐Ÿ“Œ Graph Search: DFS & BFS

๐Ÿ“Œ Binary Tree Traversal (Inorder without classes!)

๐Ÿ“Œ Min Heap with heapq

๐Ÿ“Œ Disjoint Set (Union-Find Logic)

๐Ÿ“Œ TRIE (using just dictionaries!)

๐Ÿ“Œ LRU Cache (with OrderedDict)

๐Ÿ“Œ Segment Tree (Range Sum Queries)



๐Ÿ“˜ Whatโ€™s Inside?

โœ… Beginner-friendly explanations

โœ… Full code (no OOP!)

โœ… Expected Output

โœ… BONUS: Free downloadable PDF ๐Ÿ”“

๐Ÿ™‹ โ™€๏ธ



Are you learning Python?

๐Ÿง  Teaching DSA without overwhelming students?

๐Ÿ“ˆ Prepping for coding interviews?



๐Ÿ”ฅ Drop a โ€œ๐Ÿ“šโ€ in the comments โ€” Iโ€™ll DM you the PDF OR reply with your questions!



Letโ€™s make Python simple, logical, and FUN ๐Ÿš€



#PythonLearners #DataStructuresInPython #PythonWithoutClasses #CSMadeSimple #PythonEducation #CodeNewbie #100DaysOfCode #PythonDSA

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