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Design and Analysis of Algorithms

Bachelors Program in AI & ML

Explore Design and Analysis of Algorithms as part of Bachelors Program in AI & ML. Read the syllabus and available chapters online.

Academic programmeBachelors Program in AI & ML

LevelBachelor

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Design and Analysis of AlgorithmsSyllabus

Foundations Of Algorithms And Computational Problem SolvingChapter 1

Mathematical Analysis And CorrectnessChapter 2

Searching Sorting Selection And Lower BoundsChapter 3

Data Structures And Amortized AnalysisChapter 4

Divide And Conquer AlgorithmsChapter 5

Greedy Algorithm DesignChapter 6

Dynamic ProgrammingChapter 7

Fundamental Graph AlgorithmsChapter 8

Paths Flows And Network OptimizationChapter 9

Backtracking Branch And Bound And Constraint SearchChapter 10

Randomized And Probabilistic AlgorithmsChapter 11

Computational Complexity And IntractabilityChapter 12

Approximation Heuristic And Parameterized AlgorithmsChapter 13

Specialized And Scalable AlgorithmsChapter 14

Algorithm Engineering Ai Applications And GovernanceChapter 15