Resources

Course Materials

• AIMA Exercises
• Research Papers, .bib file
• ACM Computing Classification System

Programming Environments

• Emacs is the most powerful text editor there will ever be. Its steep learning curve is repaid a thousand-fold over your lifetime.
  • On macOS: brew install --cask emacs, which installs Emacs for Mac OS X
  • Beginners Guide to Emacs
  • Dr. CS's Emacs config in the .emacs.d directory.
• JetBrains Educational Licenses
  • PyCharm is a good choice for a pythonista, ML engineer or data scientist.
• Google Colab

Libraries

• Scipy: NumPy, MatPlotLib, Pandas, and more.
• PyTorch
• JAX

​$LATEX$

• Practical $LATEX$ -- all you need to get started and more.
• Text and Math into $LATEX$ -- if you want to become a $LATEX$ expert.

Guides

• PyTorch
• UDL Fig 7.8

Miscellaneous

• Survival Guide for Unix Newbies
• Heilmeier Catechism
• Which GPU(s) to Get for Deep Learning