About this course: The primary topics in this part of the specialization are: data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of breadth-first and depth-first search, connectivity, shortest paths), and their applications (ranging from deduplication to social network analysis).
Who is this class for: Learners with at least a little bit of programming experience who want to learn the essentials of algorithms. In a University computer science curriculum, this course is typically taken in the third year.
Created by: Stanford University
Taught by: Tim Roughgarden, Professor
Computer Science
| Basic Info |
Course 2 of 4 in the
Algorithms Specialization.
|
| Level | Intermediate |
| Commitment | 4 weeks of study, 4-8 hours/week |
| Language | English |
| How To Pass | Pass all graded assignments to complete the course. |
| User Ratings |
Syllabus
WEEK 1
Week 1
Breadth-first and depth-first search; computing strong components; applications.
9 videos, 4 readings
Graded: Problem Set #1
Graded: Programming Assignment #1
WEEK 2
Week 2
Dijkstra's shortest-path algorithm.
4 videos, 2 readings
Graded: Problem Set #2
Graded: Programming Assignment #2
WEEK 3
Week 3
Heaps; balanced binary search trees.
9 videos, 1 reading
Graded: Problem Set #3
Graded: Programming Assignment #3
WEEK 4
Week 4
Hashing; bloom filters.
9 videos, 3 readings
Graded: Problem Set #4
Graded: Programming Assignment #4
Graded: Final Exam
FAQs
How It Works
Coursework
Each course is like an interactive textbook, featuring pre-recorded videos, quizzes and projects.
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Creators
Stanford University
The Leland Stanford Junior University, commonly referred to as Stanford University or Stanford, is an American private research university located in Stanford, California on an 8,180-acre (3,310 ha) campus near Palo Alto, California, United States.
Pricing
| Audit | Purchase Course | |
|---|---|---|
| Access to course materials | Available | Available |
| Access to graded materials | Not available | Available |
| Receive a final grade | Not available | Available |
| Earn a shareable Course Certificate | Not available | Available |
Ratings and Reviews
Very Nice Course
It's so helpful!
A brilliant. The first assignment was particularly challenging, and really really interesting. The rest of the course was pretty good too.
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D
A very good and comprehensive course.