Genomic Data Science Capstone
link 来源:www.coursera.org
list 10个序列
assignment 等级:入门
chat_bubble_outline 语言:英语
card_giftcard 160分
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timer 20小时总数

关于内容

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 report of your findings.

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课程大纲

  • Week 1 - Introduction
    In this first week, we'll introduce the project and get you oriented to the tasks that you'll be performing over the next several weeks.
  • Week 2 - Introduction to the Dataset - Andrew Jaffe
    This week, we'll really dig into the dataset by providing an introduction from Andrew Jaffe, the lead scientist on the analysis. You should also be looking ahead to Task 2, which is due in Week 4; the alignment will take a long time to perform, so you should s...
  • Week 3 - Understand the Problem
    The purpose of genomic data science is to answer fundamental questions in biology. Before starting on the data analysis process, the first step is always to understand the scientific question you are trying to answer. Don't forget to stay on top of the alignme...
  • Week 4 - Alignment
    Once you have understood the problem, the next step is to obtain the raw data so that you can perform your analysis.
  • Week 5 - QC the Alignment
    Now you have aligned the data, the next step is to do some quality control to make sure that the data are in good shape.
  • Week 6 - Get Feature Counts
    Now that you have performed alignment and quality control, the next step is to calculate the abundance of every gene in every sample.
  • Week 7 - Exploratory Analysis
    After summarizing your genomic data the next step is to load the data into R for analysis with Bioconductor.
  • Week 8 - Statistical Analysis
    The next step is to perform a statistical analysis to detect genes that are differentially expressed.
  • Week 9 - Gene Set Analysis
    In task 6, we have identified genes differentially expressed between fetal and adult brain. Now we will examine these results in a wider context.
  • Week 10 - Describe Your Analysis
    The next step is to document your work. One of the major issues in genomic data science is that there are so many steps in the process. If these steps are not documented well the result can be major problems.
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教师

Jeff Leek, PhD
Associate Professor, Biostatistics
Bloomberg School of Public Health

Kasper Daniel Hansen, PhD
Assistant Professor, Biostatistics and Genetic Medicine
Bloomberg School of Public Health

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内容设计师

Johns Hopkins University
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.
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平台

Coursera

Coursera是一家数字公司,提供由位于加利福尼亚州山景城的计算机教师Andrew Ng和达芙妮科勒斯坦福大学创建的大型开放式在线课程。

Coursera与顶尖大学和组织合作,在线提供一些课程,并提供许多科目的课程,包括:物理,工程,人文,医学,生物学,社会科学,数学,商业,计算机科学,数字营销,数据科学 和其他科目。

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