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Compare Quick Facts
Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
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English | Self Study | Video and Text Based |
Courses and Certificate Fees
Certificate Availability | Certificate Providing Authority |
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yes | Coursera |
The Syllabus
Videos
- Introduction
- What is Reproducible Research About?
- Reproducible Research: Concepts and Ideas (part 1)
- Reproducible Research: Concepts and Ideas (part 2)
- Reproducible Research: Concepts and Ideas (part 3)
- Scripting Your Analysis
- Structure of a Data Analysis (part 1)
- Structure of a Data Analysis (part 2)
- Organizing Your Analysis
Readings
- A Note of Explanation
- Syllabus
- Pre-course survey
- Course Book: Report Writing for Data Science in R
Practice Exercise
Videos
- Coding Standards in R
- Markdown
- R Markdown
- R Markdown Demonstration
- knitr (part 1)
- knitr (part 2)
- knitr (part 3)
- knitr (part 4)
- Introduction to Course Project 1
Practice Exercise
- Communicating Results
- RPubs
- Reproducible Research Checklist (part 1)
- Reproducible Research Checklist (part 2)
- Reproducible Research Checklist (part 3)
- Evidence-based Data Analysis (part 1)
- Evidence-based Data Analysis (part 2)
- Evidence-based Data Analysis (part 3)
- Evidence-based Data Analysis (part 4)
- Evidence-based Data Analysis (part 5)
Videos
- Caching Computations
- Case Study: Air Pollution
- Case Study: High Throughput Biology
- Commentaries on Data Analysis
- Introduction to Peer Assessment 2
Reading
Articles