Advanced Algorithms and Complexity by University of California San Diego
You've mastered the basics of algorithms in earlier courses in this online specialization, and now you're ready to move on to more sophisticated problems and methods to solve them. Advanced algorithms build on the foundations of fundamental algorithms while also including novel concepts. Learners will begin with network flows, which are used in both common applications like as optimum matchings, discovering disjoint pathways, and aircraft scheduling, as well as less common applications such as picture segmentation in computer vision.
The students will then go on to linear programming, which may be used to optimize budget allocation, portfolio optimization, and determining the cheapest diet that meets all needs, among other things. The students then analyze fundamentally difficult problems for which no specific good solution exists (and is unlikely to exist), as well as how to address them in reality. The course concludes with a brief overview of streaming algorithms, which are widely employed in Big Data processing. Such algorithms are typically designed to process large datasets without even being able to store them.
This course offers:
- Flexible deadlines: Reset deadlines in accordance to your schedule.
- Certificate : Earn a Certificate upon completion
- 100% online
- Advanced Level
- Approx. 27 hours to complete
- Subtitles: Arabic, French, Portuguese (European), Italian, Vietnamese, German, Russian, English, Spanish
- Course 5 of 6 in the Data Structures and Algorithms Specialization
Coursera Rating: 4.6/5
Enroll here:https://www.coursera.org/learn/advanced-algorithms-and-complexity
