Algorithm Design and Analysis

Price:Free

Date: On request

Type: e-learning

Category: Data Science/Data Analytics

Language: English

City: Online

Training Description:

This course, part of the Computer Science Essentials for Software Development Professional Certificate program, is an introduction to design and analysis of algorithms, and answers along the way these and many other interesting computational questions.

You will learn about algorithms that operate on common data structures, for instance sorting and searching; advanced design and analysis techniques such as dynamic programming and greedy algorithms; advanced graph algorithms such as minimum spanning trees and shortest paths; NP-completeness theory; and approximation algorithms.

After completing this course you will be able to design efficient and correct algorithms using sophisticated data structures for complex computational tasks.

Speakers:

Sampath Kannan

Henry Salvatori Professor and Department Chair, Computer and Information Science

University of Pennsylvania

Professional skills

Analytics and research

Analytical thinking

Participation

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