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In
computer science, the
analysis of algorithms is the determination of the computational complexity of
algorithms, that is the amount of time, storage and/or other resources necessary to execute them.Usually, this involves determining a function that relates the length of an
algorithm's input to the number of steps it takes (its time complexity) or the number of storage locations it uses (its ... This course provides an introduction to mathematical modeling of computational problems. It covers the common
algorithms, algorithmic paradigms, and data structures used to solve these problems. The course emphasizes the relationship between
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Algorithms are the heart
of computer science, and the subject has countless practical applications as well as intellectual depth. This specialization is an introduction to
algorithms for learners with at least a little programming experience.
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Algorithm design refers to a method or mathematical process for problem-solving and engineering
algorithms.
The design of
algorithms is part of many solution theories of operation research, such as dynamic programming and divide-and-conquer.Techniques for designing and implementing
algorithm designs are also called
algorithm design patterns, such as the template method pattern and …
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