Global Certificate in Algorithms for Future Success
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⢠Fundamentals of Algorithms: Introduction to algorithms, big O notation, time and space complexity, basic algorithmic techniques
⢠Search Algorithms: Linear search, binary search, advanced search algorithms
⢠Sort Algorithms: Bubble sort, insertion sort, selection sort, merge sort, quick sort, heap sort
⢠Graph Algorithms: Depth-first search, breadth-first search, Dijkstra's algorithm, Bellman-Ford algorithm, Floyd-Warshall algorithm
⢠Dynamic Programming: Principles of dynamic programming, top-down and bottom-up approaches, common dynamic programming problems
⢠Greedy Algorithms: Principles of greedy algorithms, common greedy problems and solutions
⢠Data Structures: Arrays, linked lists, stacks, queues, trees, hash tables, heaps
⢠Algorithm Optimization: Techniques for improving algorithm efficiency, space-time trade-offs
⢠Algorithm Analysis and Design: Designing efficient algorithms, analyzing algorithm performance, selecting appropriate data structures
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