Advanced Coursework: Data Analysis for Life Sciences XSeries powered by edX –Online Program

Offered by: Harvard University

College credits:

Course length: 4 weeks per course

Overview

Education level: Master's degree preferred

Currently, biomedical research groups around the world are producing more data than they can handle.

The training and skills acquired by taking the Data Analysis for Life Sciences XSeries will result in greater success in biological discovery and improving individual and population health.

In this XSeries, you will gain the tools to analyze and interpret life sciences data. You will learn the basic statistical concepts and R programming skills necessary for analyzing real data.

R is an open source free statistical software and is the most widely used data analysis platforms among academic statisticians.

Taught by Rafael Irizarry from the Harvard T.H. Chan School of Public Health, who for the past 15 years has focused on the analysis of genomics data, this XSeries is perfect for anyone in the life sciences who wants to learn how to analyze data. Problem sets will require coding in the R language to ensure learners fully grasp and master key concepts.

What You'll Learn:
  • Basic statistical concepts and R programming skills necessary for analyzing data in the life sciences
  • The underlying mathematical basics of linear models useful for data analysis in the life sciences
  • The techniques commonly used to perform statistical inference on high throughput data
  • Several techniques that are widely used in the analysis of high-dimensional data

Curriculum

Courses require individual enrollments. Courses for this program include:
  • Statistics and R 
  • Introduction to Linear Models and Matrix Algebra 
  • Statistical Inference and Modeling for High-throughput Experiments 
  • High-Dimensional Data Analysis  

View syllabus / course list

Cost and Schedule

Guild provides reduced cost education for working adults. We’ll help you have an affordable path to move your education forward.

Cost

With tuition assistance, Guild students may be eligible to pay a fraction of the published cost to advance their education.

Guild students may pay as little as 0-10% of the published cost of a course or program by taking advantage of:
  • Tuition assistance benefits from your employer 
  • Guild's tuition discount, and no out-of-state tuition costs.
Talk to your Guild Education Coach about whether this program is eligible for funding from your employer!

Schedule

edX courses are 100% online and asynchronous, which means you can log in when it's convenient for you - from almost any place in the world with an internet connection. You'll be able to move through the courses at your own pace. Stay a little longer where you need or want more time, and speed through the materials that you master quickly.  
View syllabus / course list

Frequently Asked Questions


Tell me more about Guild Education.
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Guild Education partners with employers to offer a variety of online classes, programs, and degrees from top-ranked universities that you can complete while working.

You will get support from a Guild advisor, who will help you find the right program, navigate the financial aid process, and provide you with personal college and career advising to help you navigate the college process from day one to graduation.

To give employees a variety of options, Guild partners with a consortium of universities and learning providers, including Brandman University, Western Governors University, Bellevue University, and StraighterLine, in addition to offering custom content. 

Benefits of partnering with Guild include:
  • A path to finish your degree or take graduate courses, at little to no cost
  • A personal college and career adviser to help you navigate programs and offerings
  • Online classes that allow you to work at your own pace
  • Relevant classes and programs designed to help you advance in your career
  • Credit recognition for past college credits and corporate credits towards your degrees

What are Guild's guiding principles?
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  • Students first: We're here to help you, and you come first in our world. In exchange, we expect you give your all and to support your fellow classmates.
  • We learn best by doing: Experimentation, learning by doing, feedback and reflection lay at the core of every learning experience with Guild.
  • Feedback makes us better, in fact, it’s a gift: Practice only makes perfect when we get feedback on how to improve.
  • Reflection is a need-to-have, not a nice-to-have: Reflection allows us to digest the learnings and feedback we’ve received.
  • Community matters: We’re all in this together and we expect all Guild members to appreciate the role we play in each other’s learning experience.