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Pre-requisite coursework

Overview

We require that some online coursework be completed prior to the start of IDPT 7810 006.

Below we list required and suggested classes to be completed on Datacamp. Once you are registered for the course, send me an e-mail and I can get you free access to these courses. You will then have until November 20 to complete the online coursework. I will be able to track your progress, and those unable to complete the required coursework will be dropped from the course.

Courses

These are select courses from the Data Analyst R Track:

Required

  1. Introduction to R
  2. Data Manipulation with dplyr
  3. Data visualization with ggplot
  4. Reporting with RMarkdown

Suggested

  1. Importing Data
  2. Cleaning Data
  3. Working with the RStudio IDE

Class structure

Exploratory analysis of big biological data in R (a short course)

Pre-learning

  • Datacamp

Classes

  1. Tidy data. dplyr.

  2. More tidy data. tidyr. ggplot2.

  3. Genomics example. Botstein microarray?

  4. single-cell RNA-seq example

  5. CyTOF example

  6. ...

  7. ...

  8. ...

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