Version Control and git
This page lists more information on git and version control and git-specific resources.
General tutorials
Much like this course, The Carpentries’ mission is “to teach foundational computational and data science skills to researchers.” All of their lessons are posted and free to use. I highly recommend checking out the resources available at carpentries.org.
Code.org has some great tutorials
Bash and Linux
- A Data Cleaner’s Cookbook
- BASHing data (blog)
RegExOne has some great examples on writing regular expressions.
Interactive RegEx site.
Python
- Python Data Science Handbook: We will look at some of the chapters of this text in the class, but this is a great book if you want to continue learning Python and data science.
AI/ML/DL
- NVIDIA Deep Learning Institute has many good courses
- Ask Matt for a code for free access to the courses that have a cost