Typora is a markdown editor which can handle and render LaTeX on the go, without requiring manual compilation.

This software was used to write these notes, and I strongly recommend it to anyone looking for a reliable tool for making notes and for general text processing.

The LaTeX template containing all of the aliases and shortcut commands used in these notes can be found here.

Sadly these notes are far from perfect—but you can help out by reporting any errors or suggestions through the GitHub repository.

Below is a list of topics covered in these notes, along with their respective HTML and PDF links:

• Probability theory^*course
  1. Discrete probability html, pdf
  2. Continuous probability html, pdf
• Supervised learning
  1. Linear regression html, pdf
  2. Logistic regression html, pdf
  3. Neural networks html, pdf
  4. Hidden Markov models html, pdf
• Computer security^*course
  1. Network security html, pdf
  2. Cryptography html, pdf
  3. OS security html, pdf
  4. Web security html, pdf

^*: Based on the syllabus of a specific course taught at the University of Edinburgh.