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instructor.Rmd
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---
output:
html_document:
toc: true
toc_depth: 4
toc_float:
collapsed: false
smooth_scroll: true
---
## Instructor Resources
### Online supplements
- Data Visualization (Chapter 2)
- Exercises [[html](instructor/datavizI-ex.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/datavizI-ex.Rmd)]
- Code [[.R](code/datavizI.R)]
- Grammar for Graphics (Chapter 3)
- Exercises [[html](instructor/datavizII-ex.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/datavizII-ex.Rmd)]
- Code [[.R](code/datavizII.R)]
- Data Wrangling (Chapter 4)
- Examples [[html](instructor/dataI.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/dataI.Rmd)]
- Exercises [[html](instructor/dataI-ex.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/dataI-ex.Rmd)]
- Lab [[html](instructor/lab-group_by.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/lab-group_by.Rmd)]
- Code [[.R](code/dataI.R)]
- Tidy Data and Iteration (Chapter 5)
- Exercises [[html](instructor/dataII-ex.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/dataII-ex.Rmd)]
- Code [[.R](code/dataII.R)]
- Professional Ethics (Chapter 6)
- Exercises [[html](instructor/ethics-ex.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/ethics-ex.Rmd)]
- Code [[.R](code/ethics.R)]
- Statistical Foundations (Chapter 7)
- Exercises [[html](instructor/foundations-ex.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/foundations-ex.Rmd)]
- Code [[.R](code/foundations.R)]
- Supervised Learning (Chapter 8)
- [Video overview](https://youtu.be/Nlezx2gS8hw)
- Examples [[html](instructor/learningI.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/learningI.Rmd)]
- Exercises [[html](instructor/learningI-ex.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/learningI-ex.Rmd)]
- Code [[.R](code/learningI.R)]
<!--
- Unsupervised Learning (Chapter 9)
- Exercises [[html](instructor/learningII-ex.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/learningII-ex.Rmd)]
- Simulation (Chapter 10)
- Examples [[html](instructor/simulation.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/simulation.Rmd)]
- Exercises [[html](instructor/simulation-ex.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/simulation-ex.Rmd)]
-->
- Database Querying using SQL (Chapter 12)
- Examples [[html](instructor/sql.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/sql.Rmd)]
- Lab [[html](instructor/lab-sql.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/lab-sql.Rmd)]
- Code [[.R](code/sql.R)]
- Text as Data (Chapter 15)
- [Video overview](https://youtu.be/sp25j9WaqwA)
- Examples [[html](instructor/text.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/text.Rmd)]
- Exercises [[html](instructor/text-ex.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/text-ex.Rmd)]
- Code [[.R](code/text.R)]
- R and RStudio (Appendix B)
- Exercises [[html](instructor/appR-ex.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/appR-ex.Rmd)]
- Code [[.R](code/appR.R)]
- Algorithmic Thinking (Appendix C)
- Lab [[html](instructor/lab-functions.html) | [Rmd](https://rawgit.com/mdsr-book/mdsr-book.github.io/master/instructor/lab-functions.Rmd)]
(more to come...)
### Solutions Manual
A full solutions manual (last updated July 4, 2017) is available for instructors through Routledge Textbooks. [Sign Up](http://routledgetextbooks.com/textbooks/instructor_downloads/)
Last updated February 5, 2018