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Advanced Algorithm

Post Graduate Program in AI and ML

Explore Advanced Algorithm as part of Post Graduate Program in AI and ML. Read the syllabus and available chapters online.

Academic programmePost Graduate Program in AI and ML

LevelPost Graduate

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Advanced AlgorithmSyllabus

Foundations Of Algorithmic AnalysisChapter 1

Advanced Data Structures And Amortized AnalysisChapter 2

Divide And Conquer And Transform TechniquesChapter 3

Greedy Algorithms And Matroid FoundationsChapter 4

Dynamic Programming And State Space OptimizationChapter 5

Graph Algorithms And Network OptimizationChapter 6

String Sequence And Indexing AlgorithmsChapter 7

Randomized And Probabilistic AlgorithmsChapter 8

Computational Complexity And IntractabilityChapter 9

Approximation Parameterized And Heuristic AlgorithmsChapter 10

Optimization Algorithms For Ai And Machine LearningChapter 11

Online Streaming And Sublinear AlgorithmsChapter 12

Parallel Distributed And Accelerator Aware AlgorithmsChapter 13

Algorithm Engineering Evaluation And DeploymentChapter 14

Responsible Algorithmic Governance And Emerging FrontiersChapter 15