In previous courses of our online specialization you've learned the basic algorithms, and now you are ready to step into the area of more complex problems and algorithms to solve them. Advanced algorithms build upon basic ones and use new ideas. We will start with networks flows which are used in more typical applications such as optimal matchings, finding disjoint paths and flight scheduling as well as more surprising ones like image segmentation in computer vision. We then proceed to linear programming with applications in optimizing budget allocation, portfolio optimization, finding the cheapest diet satisfying all requirements and many others. Next we discuss inherently hard problems for which no exact good solutions are known (and not likely to be found) and how to solve them in practice. We finish with a soft introduction to streaming algorithms that are heavily used in Big Data processing. Such algorithms are usually designed to be able to process huge datasets without being able even to store a dataset.
About this Course
Skills you will gain
- 5 stars72.25%
- 4 stars18.29%
- 3 stars5.64%
- 2 stars1.67%
- 1 star2.13%
TOP REVIEWS FROM ADVANCED ALGORITHMS AND COMPLEXITY
Very informative course with challenging assignments. It will surely make your data structure concepts clearer.
It's my pleasure to learn the course from the top instructors and this course will be helpful for my future
Learned a lot. great material. Tough homework
I appreciated that the grader demanded good implementations but I think it would have been good to have a little guidance as to how to get there.
I am not good in this course. But I'm always try the best! Awesome course, thank you so much!
About the Data Structures and Algorithms Specialization
Frequently Asked Questions
When will I have access to the lectures and assignments?
What will I get if I subscribe to this Specialization?
Is financial aid available?
More questions? Visit the Learner Help Center.