基因组数据科学专项课程

Become a next generation sequencing data scientist。Master the tools and techniques at the forefront of the sequencing data revolution.

本专项课程介绍

This specialization covers the concepts and tools to understand, analyze, and interpret data from next generation sequencing experiments. It teaches the most common tools used in genomic data science including how to use the command line, Python, R, Bioconductor, and Galaxy. The sequence is a stand alone introduction to genomic data science or a perfect compliment to a primary degree or postdoc in biology, molecular biology, or genetics.

制作方：

行业合作伙伴：

8 courses

按照建议的顺序或选择您自己的顺序。

项目

旨在帮助您实践和应用所学到的技能。

证书

在您的简历和领英中展示您的新技能。

课程

Intermediate Specialization.: Some related experience required.

第 1 门课程
Introduction to Genomic Technologies
计划开课班次：Jul 2
字幕
English
课程概述
This course introduces you to the basic biology of modern genomics and the experimental tools that we use to measure it. We'll introduce the Central Dogma of Molecular Biology and cover how next-generation sequencing can be used to measure DNA, RNA, and epige
您可以选择只参加本课程。 了解更多。
第 2 门课程
Genomic Data Science with Galaxy
计划开课班次：Jul 2
字幕
English
课程概述
Learn to use the tools that are available from the Galaxy Project. This is the second course in the Genomic Big Data Sci
您可以选择只参加本课程。 了解更多。
第 3 门课程
Python for Genomic Data Science
计划开课班次：Jul 2
字幕
English
课程概述
This class provides an introduction to the Python programming language and the iPython notebook. This is the third course in the Genomic Big Data Science Specialization from Johns
您可以选择只参加本课程。 了解更多。
第 4 门课程
DNA 测序算法
计划开课班次：Jul 2
字幕
English
课程概述
我们将学会对 DNA 测序数据进行分析的计算方法——算法和数据结构。我们将学习一点DNA、基因组、以及 DNA 测序的应用的相关知识。我们将使用 Python 实现关键算法和数据结构，并
您可以选择只参加本课程。 了解更多。
第 5 门课程
Command Line Tools for Genomic Data Science
计划开课班次：Jul 2
字幕
English
课程概述
Introduces to the commands that you need to manage and analyze directories, files, and large sets of genomic data. This is the fourth course in the Genomic Big Data Science Specialization from Johns
您可以选择只参加本课程。 了解更多。
第 6 门课程
Bioconductor for Genomic Data Science
计划开课班次：Jul 2
字幕
English
课程概述
Learn to use tools from the Bioconductor project to perform analysis of genomic data. This is the fifth course in the Genomic Big Data Specialization from Johns
您可以选择只参加本课程。 了解更多。
第 7 门课程
Statistics for Genomic Data Science
计划开课班次：Jul 2
字幕
English
课程概述
An introduction to the statistics behind the most popular genomic data science projects. This is the sixth course in the Genomic Big Data Science Specialization from Johns
您可以选择只参加本课程。 了解更多。
第 8 门课程
Genomic Data Science Capstone
计划开课班次：Jul 16
课程学习时间
8 weeks of study, 2-4 hours/week
字幕
English
毕业项目介绍
In this culminating project, you will deploy the tools and techniques that you've mastered over the course of the specialization. You'll work with a real data set to perform analyses and prepare a repo
您可以选择只参加本课程。 了解更多。

制作方

Johns Hopkins University is recognized as a destination for excellent, ambitious scholars and a world leader in teaching and research. The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.
The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.

Mihaela Pertea, PhD
Assistant Professor
Steven Salzberg, PhD
Professor
Kasper Daniel Hansen, PhD
Assistant Professor, Biostatistics and Genetic Medicine
Jacob Pritt
James Taylor, PhD
Associate Professor of Biology and Computer Science
Liliana Florea, PhD
Assistant Professor
Jeff Leek, PhD
Associate Professor, Biostatistics
Ben Langmead, PhD
Assistant Professor