Certificate in Algorithmic Thinking Fundamentals: Efficiency Redefined
-- ViewingNowThe Certificate in Algorithmic Thinking Fundamentals: Efficiency Redefined is a comprehensive course that focuses on the principles and techniques of algorithmic thinking. This course is vital in today's data-driven world, where the ability to analyze and solve complex problems using algorithms is in high demand across various industries.
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โข Unit 1: Introduction to Algorithmic Thinking
โข Unit 2: Big O Notation & Time Complexity Analysis
โข Unit 3: Data Structures: Arrays, Linked Lists, Stacks, Queues
โข Unit 4: Sorting Algorithms: Bubble Sort, Selection Sort, Insertion Sort, Quick Sort, Merge Sort
โข Unit 5: Search Algorithms: Linear Search, Binary Search
โข Unit 6: Graph Algorithms: Depth-First Search, Breadth-First Search
โข Unit 7: Dynamic Programming: Fibonacci Numbers, Knapsack Problem, Longest Common Subsequence
โข Unit 8: Greedy Algorithms: Activity Selection, Huffman Coding
โข Unit 9: Algorithmic Efficiency in Real-World Applications
โข Unit 10: Advanced Topics: Amortized Analysis, Bloom Filters, Trie Data Structures
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- ProficiencyEnglish
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