Graduate Certificate in Algorithm for Web Development
-- ViewingNowThe Graduate Certificate in Algorithm for Web Development is a vital course designed to equip learners with essential algorithmic and analytical skills necessary for successful web development careers. This program covers advanced topics in algorithms, data structures, and web architecture, providing a deep understanding of the principles that underpin high-performance web applications.
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⢠Introduction to Algorithms (Big O Notation, Time Complexity, Space Complexity)
⢠Search Algorithms (Linear Search, Binary Search, Hash Tables)
⢠Sort Algorithms (Bubble Sort, Selection Sort, Insertion Sort, Quick Sort, Merge Sort)
⢠Graph Algorithms (Breadth-First Search, Depth-First Search, Dijkstra's, Bellman-Ford, Floyd-Warshall)
⢠Dynamic Programming (Memoization, Tabulation)
⢠Greedy Algorithms (Activity Selection Problem, Huffman Coding, Kruskal's Algorithm, Prim's Algorithm)
⢠NP-Complete Problems (Traveling Salesman Problem, 0-1 Knapsack Problem, Vertex Cover)
⢠Advanced Data Structures (Heaps, Trie, Bloom Filters)
⢠Algorithmic Design Patterns (Divide and Conquer, Dynamic Programming, Backtracking)
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