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Individual Course

Introduction to Linear Models and Matrix Algebra

Course Length

4 weeks

2-4 hours per week

Featuring faculty from:

Harvard T.H. Chan School of Public Health LogoHarvard T.H. Chan School of Public Health

Enroll as Individual

Certificate Price:

$ 219

Enroll as Individual

Certificate Price:

$ 219

Learn to use R programming to apply linear models to analyze data in life sciences.

Matrix Algebra underlies many of the current tools for experimental design and the analysis of high-dimensional data. In this introductory online course in data analysis, we will use matrix algebra to represent the linear models that commonly used to model differences between experimental units. We perform statistical inference on these differences. Throughout the course we will use the R programming language to perform matrix operations.

The course will be delivered via edX and connect learners around the world.

Prerequisites
Basic math OR Basic stats and R programming

Self-Guided

EDX

Learning Outcome

Learn Matrix algebra notations and operations

Learning Outcome

Explore the application of matrix algebra to data analysis

Learning Outcome

Get a brief introduction to the QR decomposition

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Faculty

Rafael Irizarry

Your Instructor

Michael Love

Assistant Professor, UNC Gillings School of Global Public Health

Dr. Love received his bachelor’s in mathematics in 2005 from Stanford University, his master’s in statistics in 2010 from Stanford University, and his Ph.D. in Computational Biology in 2013 from the Freie Universität Berlin.

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Your Instructor

Rafael Irizarry

Professor of Biostatistics, Harvard T.H. Chan School of Public Health

Rafael Irizarry is a Professor of Biostatistics at the Harvard T.H. Chan School of Public Health and a Professor of Biostatistics and Computational Biology at the Dana Farber Cancer Institute. For the past 15 years, Dr. Irizarry’s research has focused on the analysis of genomics data. During this time, he has also taught several classes, all related to applied statistics. Dr. Irizarry is one of the founders of the Bioconductor Project, an open source and open development software project for the analysis of genomic data. His publications related to these topics have been highly cited and his software implementations widely downloaded.

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Complete your journey with this Professional Certificate Series

Complete your journey with this Professional Certificate Series These courses can be bundled together to receive a professional certificate at a discounted price.

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  • 4 Courses
  • 4 Months
  • Earn Your Certificate
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Ways to take this course

Audit or Pursue a Verified Certificate

A Verified Certificate costs $219 and provides unlimited access to full course materials, activities, tests, and forums. At the end of the course, learners who earn a passing grade can receive a certificate.

⁠Alternatively, learners can Audit the course for free and have access to select course material, activities, tests, and forums. Please note that this track does not offer a certificate for learners who earn a passing grade.

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