Basic algorithms on tree data structures, binary search trees, self-balancing trees, graph data structures and basic traversal algorithms on graphs. This course also covers advanced topics such as kd-trees for spatial data and algorithms for spatial data.
Trees and Graphs: Basics
Trees and Graphs: Basics
This course is part of Foundations of Data Structures and Algorithms Specialization
Instructor: Sriram Sankaranarayanan
Sponsored by BrightStar Care
15,829 already enrolled
Gain insight into a topic and learn the fundamentals.
4.7
(117 reviews)
Advanced level
Recommended experience
34 hours to complete
3 weeks at 11 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
Define basic tree data structures and identify algorithmic functions associated with them
Execute traversals and create graphs within a binary search tree structure
Describe strongly connected components in graphs
Skills you'll gain
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Assessments
16 assignments
Taught in English
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This course is part of the Foundations of Data Structures and Algorithms Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There are 4 modules in this course
In this module, you will learn about binary search trees and basic algorithms on binary search trees. We will also become familiar with the problem of balancing in binary search trees and study some solutions for balanced binary search trees such as Red-Black Trees.
What's included
5 videos11 readings5 assignments1 programming assignment1 discussion prompt
In this module, you will learn about graphs and various basic algorithms on graphs such as depth first/breadth first traversals, finding strongly connected components, and topological sorting.
What's included
7 videos6 readings4 assignments1 programming assignment
Union Find Data-structure with rank compression. Spanning trees and properties of spanning trees. Prim’s algorithm for finding minimal spanning trees. Kruskal’s algorithm for finding minimal spanning trees.
What's included
5 videos5 readings4 assignments1 programming assignment
In this module, you will learn about: Shortest Path Problem: Basics. Bellman-Ford Algorithm for single source shortest path. Dijkstra’s algorithm. Algorithms for all-pairs shortest path problem (Floyd-Warshall Algorithm)
What's included
6 videos6 readings3 assignments1 programming assignment
Instructor
Instructor ratings
4.8 (34 ratings)Offered by
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4.7
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DW
4
Reviewed on Sep 12, 2024
Good but some typo's in the quizzes and assignments. Would like to see more thorough exercises
DA
5
Reviewed on Dec 25, 2022
Excellent explanation of complex topics. The coding exercise are also well thought out and the tips along the way help to reinforce key concepts.
BC
4
Reviewed on Jul 2, 2021
very solid course - would love more programming assignments and tougher final
Recommended if you're interested in Computer Science
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