基因组数据科学 專項課程
Become a next generation sequencing data scientist。 Master the tools and techniques at the forefront of the sequencing data revolution.
本專項課程介紹
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.
製作方：
行業合作夥伴：
8 courses
按照建議的順序或選擇您自己的順序。
項目
旨在幫助您實踐和應用所學到的技能。
證書
在您的簡歷和領英中展示您的新技能。
課程
- Intermediate Specialization.
- Some related experience required.
第 1 門課程
Introduction to Genomic Technologies
- 字幕
- English
課程概述
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您可以選擇只參加本課程。 了解更多。
第 2 門課程
Genomic Data Science with Galaxy
- 字幕
- English
課程概述
Learn to use the tools that are available from the Galaxy Project. This is the second course in the Genomic Big Data Sci您可以選擇只參加本課程。 了解更多。
第 3 門課程
Python for Genomic Data Science
- 字幕
- English
課程概述
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您可以選擇只參加本課程。 了解更多。
第 4 門課程
DNA 测序算法
- 字幕
- English
課程概述
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，并您可以選擇只參加本課程。 了解更多。
第 5 門課程
Command Line Tools for Genomic Data Science
- 字幕
- English
課程概述
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您可以選擇只參加本課程。 了解更多。
第 6 門課程
Bioconductor for Genomic Data Science
- 字幕
- English
課程概述
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您可以選擇只參加本課程。 了解更多。
第 7 門課程
Statistics for Genomic Data Science
- 字幕
- English
課程概述
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您可以選擇只參加本課程。 了解更多。
第 8 門課程
Genomic Data Science Capstone
計劃開課班次：Oct 8- 課程學習時間
- 8 weeks of study, 2-4 hours/week
- 字幕
- English
畢業項目介紹
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您可以選擇只參加本課程。 了解更多。
製作方
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
FAQs
More questions? Visit the Learner Help Center.
