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01. Python Refresher — Classes, Exceptions, Timing, Recursion
Deep dive into patterns and axioms.
02. Algorithm Analysis & Big-O Notation
Deep dive into patterns and axioms.
03. Complexity Analysis — Recurrence Relations & Master Theorem
Deep dive into patterns and axioms.
04. Searching Algorithms — Linear Search & Binary Search
Deep dive into patterns and axioms.
05. Selection Sort & Insertion Sort
Deep dive into patterns and axioms.
06. Merge Sort — The O(n log n) Breakthrough
Deep dive into patterns and axioms.
07. Quick Sort — The Fastest Practical Sort
Deep dive into patterns and axioms.
08. Sorting Algorithms Comparison — Heap Sort, Counting Sort, Radix Sort
Deep dive into patterns and axioms.
09. Linked Lists — Singly, Doubly, Circular
Deep dive into patterns and axioms.
10. Stacks — LIFO Data Structure
Deep dive into patterns and axioms.
11. Queues — FIFO Data Structure
Deep dive into patterns and axioms.
12. Recursion & Backtracking
Deep dive into patterns and axioms.
13. Dynamic Arrays & Amortized Analysis
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14. Hash Tables — Dictionaries Under the Hood
Deep dive into patterns and axioms.
15. Binary Trees & Traversals
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16. Binary Search Trees
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17. AVL Trees — Self-Balancing BSTs
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18. Heaps & Priority Queues
Deep dive into patterns and axioms.
19. Heap Sort
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20. Graph Representations — Adjacency Matrix & List
Deep dive into patterns and axioms.
21. BFS & DFS — Graph Traversals
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22. Topological Sort & DAG Longest Path
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23. Dijkstra's Shortest Path Algorithm
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24. Bellman-Ford & Floyd-Warshall
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25. Minimum Spanning Trees — Prim & Kruskal
Deep dive into patterns and axioms.