Date: Jan 10 - Mar 9, 2023
Time: 2:00 pm - 3:20 pm
Venue: School of Global Policy and Strategy (GPS) - Skills Courses
Instructors: Reid Otsuji (Library), Stephanie Labou (Library), Kimberly Thomas (Research ITS), Eastern Kang (Pediatrics), Carolina Dantas (Medicine), Rukmini Ravi (SDSC)
Helpers: Kimberly Thomas (Research ITS), Celeste Allaband (Pediatrics), Reid Otsuji (Library), TA: Pending (GPS)
This is the website for the School of Global Policy and Strategy Skills Courses. In order to earn a certificate of proficiency, you must attend all of the class meetings for the course, do the short assignments, and pass the quizzes.
Who: The course is aimed at GPS graduate students. You don't need to have any previous knowledge of the tools that will be presented at the workshop.
Requirements: Participants must bring a laptop with a few specific software packages installed (listed below).
Contact: Please mail kkt008@ucds.edu, spsardesai@ucsd.edu, rotsuji@ucsd.edu for more information.
Assessment: A certificate of proficiency will be given to students who:
Data:
Need help?:
Credits: The course materials are adpated from the Carpentries lessons. Many thanks to the authors of those lessons.
Dates | Course | Syllabus |
---|---|---|
Jan 10 - Jan 26 | Python Skills Course | Running and Quitting; Variables and Assignment; Data Types and Type Conversion; Built-in Functions and Help; Libraries; Errors & Exceptions; Reading Tabular Data into DataFrames; Pandas Dataframes; Plotting; Lists; For Loops; Conditionals; Looping Over Data Sets; Writing Functions |
Jan 31 - Feb 16 | R Skills Course | Introduction to R and RStudio; Seeking Help; Data Structures; Exploring Data Frames; Dataframe manipulation with dplyr; Data Frame Manipulation with tidyr; Plotting with ggplot2; Control Flow; Producing Reports with knitr |
Feb 21 - Mar 9 | Data Management Skills Course | Intro to the Unix Shell; Git & Github; DM Best Practices; Tidy Data; SQL |
For this workshop we will be referencing the R for Reproducible Scientific Analysis, Introduction to R for Geospatial Data Plotting and Programming in Python, The UNIX Shell, Library Carpentry: Introduction to Git , Library Carpentry: SQL, Databases and SQL, and Data Organization in Spreadsheets for Social Scientists Carpentries curricula.
We will use HackMD for collaborative notes, sharing URLs and bits of code.
Python Course HackMD: https://hackmd.io/@kkt008/gps-python-2023.
R Course HackMD: https://hackmd.io/@kkt008/gps-r-2023.
DM Course HackMD: https://hackmd.io/@kkt008/gps-dm-2023.
To participate in this workshop, you will need access to the software described below. In addition, you will need an up-to-date web browser.
R is a programming language that is especially powerful for data exploration, visualization, and statistical analysis. To interact with R, we use RStudio.
Install R by downloading and running this .exe file from CRAN. Also, please install the RStudio IDE. Note that if you have separate user and admin accounts, you should run the installers as administrator (right-click on .exe file and select "Run as administrator" instead of double-clicking). Otherwise problems may occur later, for example when installing R packages.
Video Tutorial: SWC R Install Windows
Install R by downloading and running this .pkg file from CRAN. Also, please install the RStudio IDE.
Video Tutorial: SWC R Install Mac
Instructions for R installation on various Linux platforms (debian,
fedora, redhat, and ubuntu) can be found at
sudo dnf install R
and for Debian/Ubuntu, add a ppa
repository and then run sudo apt-get install r-base
).
Also, please install the
RStudio IDE.
We will teach Python using the Jupyter Notebook, a programming environment that runs in a web browser (Jupyter Notebook will be installed by Anaconda). For this to work you will need a reasonably up-to-date browser. The current versions of the Chrome, Safari and Firefox browsers are all supported (some older browsers, including Internet Explorer version 9 and below, are not).
Video Tutorial: SWC Install Python on Windows
Video Tutorial: SWC Install Python on Mac
bash Anaconda3-and then press Tab to autocomplete the full file name. The name of file you just downloaded should appear.
yes
and press enter to approve the license.
Press Enter (or Return)
to approve the default location
for the files.
Type yes
and press
Enter (or Return)
to prepend Anaconda to your PATH
(this makes the Anaconda distribution the default Python).
Bash is a commonly-used shell that gives you the power to do tasks more quickly.
Git 2.27.0 Setup
Adjusting your PATH environment
Choosing the SSH executable
Choosing HTTPS transport backend
This should mean that people stuck behind corporate firewalls that do MITM attacks with their own root CA are still able to access remote git repos.
Configuring the line ending conversions
Configuring the terminal emulator to use with Git Bash
Configuring extra options
Configuring experimental options
Installing
Completing the Git Setup Wizard
as of 2020-06-02, the Window will say "click Finish", but the button is labelled as "Next"
cmd
and press Enter)setx HOME "%USERPROFILE%"
SUCCESS: Specified value was saved.
exit
then pressing EnterThis will provide you with both Git and Bash in the Git Bash program.
Video Tutorial: Windows Installation
The default shell in some versions of macOS is Bash, and Bash is available in all versions, so no need to install anything. You access Bash from the Terminal (found in /Applications/Utilities
). See the Git installation video tutorial for an example on how to open the Terminal. You may want to keep Terminal in your dock for this workshop.
To see if your default shell is Bash type echo $SHELL
in Terminal and press the Return key. If the message
printed does not end with '/bash' then your default is something
else and you can run Bash by typing bash
If you want to change your default shell, see this Apple Support article and follow the instructions on "How to change your default shell".
Video Tutorial MacOS InstallationThe default shell is usually Bash and there is usually no need to install anything.
To see if your default shell is Bash type echo $SHELL
in
a terminal and press the Enter key. If the message printed
does not end with '/bash' then your default is something else and you
can run Bash by typing bash
.
Git is a version control system that lets you track who made changes to what when and has options for easily updating a shared or public version of your code on github.com. You will need a supported web browser.
You will need an account at github.com for parts of the Git lesson. Basic GitHub accounts are free. We encourage you to create a GitHub account if you don't have one already. Please consider what personal information you'd like to reveal. For example, you may want to review these instructions for keeping your email address private provided at GitHub.
Git should be installed on your computer as part of your Bash install (see the Shell installation instructions).
For macOS, install Git for Mac
by downloading and running the most recent "mavericks" installer from
this list.
Because this installer is not signed by the developer, you may have to
right click (control click) on the .pkg file, click Open, and click
Open on the pop up window.
After installing Git, there will not be anything in your /Applications
folder,
as Git is a command line program.
For older versions of OS X (10.5-10.8) use the
most recent available installer labelled "snow-leopard"
available here.
Video Tutorial: SWC Install Shell, Git, and Nano on Mac
If Git is not already available on your machine you can try to
install it via your distro's package manager. For Debian/Ubuntu run
sudo apt-get install git
and for Fedora run
sudo dnf install git
.