Notes

This is a place where I share some of my notes. If you find an error, I am the one responsible to take the blame, but I would love if you please submit a pull request and correct the error. You can also get in touch with me here.

Concept Guides

These are the various notes that I use to learn a new topic / material. These reflect my own understanding of various topics, as guided by the various resources I used to learn them.

Also take a look at some of my blogs posts as follows:

• An eight-part tutorial series on Natural Language Processing is available at my substack.

• A six-part tutorial series on the basics of Generative AI is available at my substack.

• A seven-part tutorial series on the basics of Reinforcement Learning is available at my substack.

• A three part series on how to do natural language text processing using R.

  • Text mining in R.
  • Text Classification in R.
  • Changepoint Analysis of Linguistics in R.

Technical Materials

These are some of the useful proof techniques that I like and a bunch of technical materials that I have collected over the years.

Reflections

These are my own way of understanding the ways of the world, again guided by various non-fiction books, podcasts and a few philosophy lessons.

Recommended Resources

Internet is full of interesting things. Here’s a few that I like:

1. Seeing Theory. http://seeing-theory.brown.edu/ - Interactive Visualization of Introduction of Probability and Statistics.
2. The Idea behind Explorable Explorations: https://blog.ncase.me/explorable-explanations/. And here’s the list of such explanations: https://explorabl.es/.
3. Alexander Bogomolny’s post on the Area of Circle by Rabbi Abraham bar Hiyya Hanasi - Probably the best proof that I have seen for showing that the area of a circle is half of the radius times the circumference.
4. The Mathematics of Juggling - Allen Knutson.