Professional Certificate in Algorithmic Systems: Mastery in Algorithms
-- ViewingNowThe Professional Certificate in Algorithmic Systems: Mastery in Algorithms is a comprehensive course designed to equip learners with essential skills in algorithmic systems. This program dives deep into data structures, algorithms, and theory, providing a solid foundation for problem-solving and system design.
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โข Unit 1: Introduction to Algorithmic Systems
โข Unit 2: Fundamentals of Algorithms: Big O Notation & Time Complexity
โข Unit 3: Data Structures: Arrays, Lists, Stacks, Queues, and Trees
โข Unit 4: Sorting Algorithms: Bubble Sort, Selection Sort, Insertion Sort, Merge Sort, and Quick Sort
โข Unit 5: Search Algorithms: Linear Search, Binary Search, and Hashing
โข Unit 6: Graph Algorithms: Depth-First Search (DFS), Breadth-First Search (BFS), Dijkstra's Algorithm, and Bellman-Ford Algorithm
โข Unit 7: Dynamic Programming: Fibonacci Numbers, Longest Common Subsequence (LCS), and Knapsack Problem
โข Unit 8: Greedy Algorithms: Activity Selection Problem, Huffman Coding, and Fractional Knapsack Problem
โข Unit 9: NP-Complete Problems and Approximation Algorithms
โข Unit 10: Advanced Topics: Machine Learning Algorithms, Cryptographic Algorithms, and Parallel Algorithms
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