Fundamental Algorithms - Design and Analysis
Offered By: NPTEL via YouTube
Course Description
Overview
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.
Syllabus
Divide and Conquer Paradigm.
Solving Recurrences.
Quick Sort.
Heap Sort.
Insertion Sort and Asymptotic Analysis.
Decision Tree.
Linear Time Sorting.
Order Statistics.
Hashing.
Universal Hashing, BST Sort.
Red-Black Tree.
Augmenting Data Structure.
Computational Geometry.
Van Emde Boas Data Structure.
Dynamic Programming.
Graph Algorithm.
BFS and DFS.
Dijkstra.
Bellman Ford.
Floyd Marshall.
Taught by
Fundamental Algorithms: Design and Analysis
Tags
Related Courses
Algorithms, Part IIPrinceton University via Coursera Intro to Algorithms
Udacity Analysis of Algorithms
Princeton University via Coursera 算法设计与分析 Design and Analysis of Algorithms
Peking University via Coursera Design and Analysis of Algorithms
Chennai Mathematical Institute via Swayam