Global Certificate Course in Algorithms and Data Science
-- ViewingNowThe Global Certificate Course in Algorithms and Data Science is a comprehensive program designed to equip learners with essential skills in data analysis, machine learning, and algorithmic thinking. This course is crucial in today's data-driven world, where businesses increasingly rely on data to make informed decisions.
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• Unit 1: Introduction to Algorithms and Data Structures
• Unit 2: Big O Notation and Time Complexity Analysis
• Unit 3: Fundamental Algorithms: Sorting and Searching
• Unit 4: Graph Algorithms: Dijkstra's, Breadth-First, and Depth-First Search
• Unit 5: Dynamic Programming: Theory and Applications
• Unit 6: Greedy Algorithms: Fractional Knapsack and Activity Selection
• Unit 7: Divide and Conquer Algorithms: Merge Sort and Quick Sort
• Unit 8: Algorithmic Game Theory: Nash Equilibrium and Mechanism Design
• Unit 9: Machine Learning Algorithms: Supervised and Unsupervised Learning
• Unit 10: Data Science Algorithms: Regression, Classification, and Clustering
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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- TwoThreeHoursPerWeek
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