Certificate in Algorithmic Thinking and Application
-- ViewingNowThe Certificate in Algorithmic Thinking and Application is a comprehensive course designed to empower learners with essential algorithmic thinking skills. In today's data-driven world, there is an increasing industry demand for professionals who can leverage algorithmic thinking to solve complex problems.
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โข Unit 1: Introduction to Algorithmic Thinking
โข Unit 2: Understanding Data Structures: Arrays, Linked Lists, Stacks, Queues
โข Unit 3: Basic Algorithms: Sorting and Searching Techniques
โข Unit 4: Divide and Conquer Algorithms: Binary Search, Merge Sort, Quick Sort
โข Unit 5: Greedy Algorithms: Activity Selection, Huffman Coding
โข Unit 6: Dynamic Programming: Fibonacci Numbers, Knapsack Problem
โข Unit 7: Graph Algorithms: Depth-First Search, Breadth-First Search, Dijkstra's Algorithm, Minimum Spanning Tree
โข Unit 8: NP-Complete Problems and Approximation Algorithms
โข Unit 9: Advanced Topics: Cryptography, Compression, Machine Learning Algorithms
โข Unit 10: Real-World Applications of Algorithmic Thinking
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