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Design and Analysis of Algorithm

Post Graduate Program in AI and ML

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Design and Analysis of AlgorithmSyllabus

Foundations Of Algorithmic Problem SolvingChapter 1

Complexity Analysis And Performance BoundsChapter 2

Searching Sorting And SelectionChapter 3

Divide And Conquer AlgorithmsChapter 4

Greedy Algorithm DesignChapter 5

Dynamic ProgrammingChapter 6

Graph And Network AlgorithmsChapter 7

Backtracking Branch And Bound And Constraint SearchChapter 8

Computational Complexity And IntractabilityChapter 9

Approximation And Parameterized AlgorithmsChapter 10

Randomized And Probabilistic AlgorithmsChapter 11

Online Streaming And Large Scale Data AlgorithmsChapter 12

Parallel Distributed And Accelerator Aware AlgorithmsChapter 13

Algorithms For Ai And Machine Learning SystemsChapter 14

Algorithm Engineering Strategy And Responsible GovernanceChapter 15