算法和数据结构顶点项目

Algorithms and Data Structures Capstone

Synthesize your knowledge of algorithms and biology to build your own software for solving a biological challenge.

235 次查看
加州大学圣地亚哥分校
edX
  • 完成时间大约为 4
  • 中级
  • 英语
注:因开课平台的各种因素变化,以上开课日期仅供参考

你将学到什么

Graph algorithms

Algorithms for genome assembly

Algorithm optimization

课程概况

Building a fully-fledged algorithm to assemble genomes from DNA fragments on a real dataset is an enormous challenge with major demand in the multi-billion dollar biotech industry.

In this capstone project, we will take the training wheels off and let you design your own optimized software program for genome sequencing.

This big data challenge will cover the entire MicroMasters program. After a brief introduction to the steps required to build a genome assembler, we will let you take steps on your own to start working with real data taken from a sequencing machine and see if you can design genome assembly software that can compete with popular software used in hundreds of sequencing labs around the world every day.

课程大纲

This big data challenge will cover the entire program. After a brief introduction to the steps required to build a genome assembler, we will let you take steps on your own to start working with real data taken from a sequencing machine and see if you can design genome assembly software that can compete with popular software used in hundreds of sequencing labs around the world every day.

预备知识

Basic knowledge of:

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

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