The Unix Shell  -  9:45

• Files and directories
• History and tab completion
• Pipes and redirection
• Looping over files
• Creating and running shell scripts
• Finding things
• Reference...

 

Version Control with Git  -  14:30

• Creating a repository
• Recording changes to files: add, commit, ...
• Viewing changes: status, diff, ...
• Ignoring files
• Working on the web: clone, pull, push, ...
• Resolving conflicts
• Open licenses
• Where to host work, and why
• Reference...

• Using libraries
• Working with arrays
• Reading and plotting data
• Creating and using functions
• Loops and conditionals
• Using Python from the command line
• Reference...

• High Performance Computing
• Accesing and moving data around: ssh, rsync, tar ...
• Schedulers and queues
• Interactive vs batch running
• Serial and parallel jobs
• ...
• Reference...

Introduction to Machine Learning Python

• Machine Learning Probabilistics
• Linear Regression
• Neural Networks
• Classification Problems
• ...
• Reference...