Fundamental Algorithms: Design and Analysis

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Free Online Course: Fundamental Algorithms: Design and Analysis provided by Swayam is a comprehensive online course, which lasts for 4 weeks long. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from Swayam. Fundamental Algorithms: Design and Analysis is taught by Sourav Mukhopadhyay.

Overview
  • ABOUT THE COURSE:This course provides an introduction to mathematical modeling of computational problems. It covers the common algorithms, algorithmic paradigms, and data structures used to solve these problems. The course emphasizes the relationship between algorithms and programming, and introduces basic performance measures and analysis techniques for these problems.INTENDED AUDIENCE:Core, UG /PG, B.Tech/B.E./M.Tech/M.Sc.PREREQUISITES:NilINDUSTRY SUPPORT: IT companies

Syllabus
  • Week 1: Insertion Sort, Asymptotic Notation, Merge Sort, QuickSort, Divide and Conque Week 2: Heap Sort, Linear-time Sorting, Order Statistics Week 3: Hashing, BST Sort, Augmenting Data Structures, Dynamic Programming Week 4: Graphs : BFS, DFS, Prim's, Shortest Paths