Algorithmic Design and Techniques

开始时间: 04/22/2022 持续时间: 8-10 weeks

所在平台: Edx

课程主页: https://www.edx.org/course/algorithmic-design-and-techniques

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课程详情

In this course, part of the Algorithms and Data Structures MicroMasters program, you will learn basic algorithmic techniques and ideas for computational problems, which arise in practical applications such as sorting and searching, divide and conquer, greedy algorithms and dynamic programming.

This course will cover theories, including:

  • how to sort data and how it helps for searching;
  • how to break a large problem into pieces and solve them recursively;
  • when it makes sense to proceed greedily;
  • how dynamic programming is used in genomic studies.

You will practice solving computational problems, designing new algorithms, and implementing solutions efficiently (so that they run in less than a second).

课程大纲

  • Basic knowledge of at least one programming language: loops, arrays, stacks, recursion.
  • Basic knowledge of mathematics: proof by induction, proof by contradiction.

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课程简介

Learn how to design algorithms, solve computational problems and implement solutions efficiently.

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