📝 Shiv's Notes

01 Aug, 2020

This page is a dump of all the notes/flashcards/manuals that I've built over the years. Most of these were taken in real-time during my classes at GaTech so the language might be informal, the LaTex might be imperfect.

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Machine Learning, Statistics and Math

• Numerical Integration
• Expectation Maximization
• Hidden Markov Models
• Optimization P1: Combinatorial
• Classification P1
• Quick Overview of An Introduction to Statistical Learning

Algorithms

• Algorithm Patterns

Concrete Mathematics (Based on 2nd Edition)

TODO

Collection of important CS material

1. stress testing frameworks

Flashcards

• Computational Statistics
• Basic ML - P1
• Basic Math - P1
• Hidden Markov Models

FAQ:

• How to use the Flashcards? Download Anki Desktop
• Do Flashcards work? Yes, if you are honest with the practice
• Can I really trust your flashcards/notes? I've been able to stay in the top 1% of my hard math and ML classes at GaTech with these. Game changer!

#algorithms #computer science #cs #machine learning #math #notes #probability #statistics