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Advanced Algorithms and Complexity(으)로 돌아가기

Advanced Algorithms and Complexity, 캘리포니아 샌디에고 대학교

4.6
(299개의 평가)

About this Course

You've learned the basic algorithms now and 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....

최상위 리뷰

대학: EM

Jan 04, 2018

As usual, complex arguments explained in simple terms!\n\nSome problems are really tough! (e.g. there's a problem from Google Code Jam).\n\nThank you for this course!

대학: YC

May 15, 2019

This is a very challenging course in the specialization. I learned a lot form going through the programming assignments!

필터링 기준:

63개의 리뷰

대학: Dmitrii Smorchkov

May 22, 2019

I very enjoyed this course! Theoretic informatics - is my favorite field of study. All the professors are the best. Dreaming to enroll in your Ph.D. program. Thank you very much

대학: Yinchung Chen

May 15, 2019

This is a very challenging course in the specialization. I learned a lot form going through the programming assignments!

대학: Archak Dey

Apr 11, 2019

VERY GOOD KNOWLEDGE.

대학: Shaashwat Agrawal

Apr 09, 2019

amazing course well detailed

대학: Rihaan Satia

Apr 07, 2019

Very informative course with challenging assignments. It will surely make your data structure concepts clearer.

대학: Mahmoud Magdy

Apr 07, 2019

Took very long time fro me to be finished

대학: ritik ranjan

Mar 29, 2019

SUPER

대학: SHREYAS SL

Mar 27, 2019

aa

대학: D V S SUMANTH REDDY

Mar 16, 2019

nice and some difficult

대학: RAHUL BISWAS

Mar 14, 2019

GOOD