---
aliases:
  - inspo
cssclasses:
  - nolist
date: '2024-10-24'
description: My run-down version of are[dot]na
id: are.na
metadata:
  ebnf: |-
    channel        = "##" , ws , heading , newline , channel_body ;
    channel_body   = [ meta_section , newline ] , block , { block } ;
    block          = list_entry , newline , meta_section , { note_line } ;
    list_entry     = "-" , ws , link , [ ws "--" ws title ] , [ ws "[**]" ] ;
    meta_section   = ws , "-" , ws , "[meta]:" , newline , meta_pair , { meta_pair } ;
    meta_pair      = ws , ws , "-" , ws , key , ":" , ws , value ;
    key            = "date" | "tags" | "pinned" | "later" | "unlocked" | "socials" | "view" | identifier ;
    value          = date | tag_list | boolean | text ;
    tag_list       = "[" , tag , { "," , ws , tag } , "]" ;
    tag            = identifier ;
    date           = digit , digit , "/" , digit , digit , "/" , digit , digit , digit , digit ;
    boolean        = "true" | "false" ;
    note_line      = ws , "-" , ws , text ;
    link           = uri ;
    title          = text ;
    heading        = text ;
    identifier     = letter , { letter | digit | "-" } ;
    text           = { character - newline } ;
    uri            = ? valid http uri ? ;
    letter         = "a".."z" ;
    digit          = "0".."9" ;
    character      = ? any printable ascii except newline ? ;
modified: 2026-09-24 00:14:31 GMT-04:00
permalinks:
  - /website
  - /tweets
  - /resources
socials:
  are.na: https://www.are.na/aaron-pham/channels
  curius: /curius
  home: /
  print: https://print.are.na/
tags:
  - evergreen
  - llm
  - design
  - love
  - friend
  - r/pedagogy
  - alignment
  - philosophy
  - P-Complete
  - interpretability
  - math/linalg
title: '#courses'
created: '2024-10-24'
published: '2024-10-24'
pageLayout: default
slug: arena/courses
permalink: https://aarnphm.xyz/arena/courses.md
generator:
  quartz: v4.6.0
  hostedProvider: Cloudflare
  baseUrl: aarnphm.xyz
full: https://aarnphm.xyz/llms-full.txt
---
# #courses

- <https://ni1z9kzkurb.typeform.com/to/VcxFuOY8> — Foundations of Inner Power

  - \[meta]:

    - date: 09/15/2026
    - tags: \["courses","leadership"]
    - later: true

- <https://infoscience.epfl.ch/entities/publication/36048ab5-df8d-419a-8067-4cf716f7a7cd> — Stable Optimization in Deep Learning: Geometry and Games

  - \[meta]:

    - date: 09/15/2026
    - tags: \["courses"]
    - later: true

- <https://thinkinginpython.com/index.html> — Thinking in Python

  - \[meta]:

    - date: 09/07/2026
    - tags: \["python","learning"]
    - later: true

- <https://courses.cs.washington.edu/courses/cse446/18wi/slides/p60-morgenstern.pdf> — Choose Identity Provider

  - \[meta]:

    - date: 08/25/2026
    - tags: \["course"]
    - later: true

- <https://15445.courses.cs.cmu.edu/fall2024/> — CMU 15-445/645 :: Intro to Database Systems (Fall 2024)

  - \[meta]:

    - date: 08/25/2026
    - tags: \["course"]
    - later: true

- <https://www.propublica.org/article/college-high-school-research-peer-review-publications> — The Newest College Admissions Ploy: Paying to Make Your Teen a Peer-Reviewed Author

  - \[meta]:

    - date: 08/25/2026
    - tags: \["course"]
    - later: true

- <https://scalable-ai.eecs.berkeley.edu/assets/lecture_slides/lecture_11a.pdf> — lecture 11a

  - \[meta]:

    - date: 08/25/2026
    - tags: \["course"]
    - later: true

- <https://rlhfbook.com/course> — Post-Training Course

  - \[meta]:

    - date: 08/20/2026
    - tags: \["rlhf","post-training"]
    - later: true

- <https://eyes.training/> — eyes.training

  - \[meta]:

    - date: 08/20/2026
    - tags: \["visual design","course"]
    - later: true

- <https://drawabox.com/lesson/1/2> — Drawabox

  - \[meta]:

    - date: 08/20/2026
    - tags: \["drawing","course"]
    - later: true

- <https://cs229.stanford.edu/main_notes.pdf> — CS229 Lecture Notes

  - \[meta]:

    - date: 08/20/2026
    - tags: \["machine learning","course"]
    - later: true

- <https://courses.ics.hawaii.edu/ReviewICS312/morea/BitOperations/ics312_bitmasks.pdf> — ICS 312 Bit Operations and Bitmasks

  - \[meta]:

    - date: 07/31/2026
    - tags: \["bit operations","computer architecture"]
    - later: true

- [youtube/v=WRibE2nt8wM](https://www.youtube.com/watch?v=WRibE2nt8wM) — Lecture 1: Introduction to Individual Decision-Making

  - \[meta]:

    - date: 07/04/2026
    - tags: \["decision-making","economics"]
    - later: true

- [youtube/v=2oH6PWPrYFo](https://www.youtube.com/watch?v=2oH6PWPrYFo) — Stanford CS336 Language Modeling from Scratch, Lecture 15: Mid/Post-Training

  - \[meta]:

    - date: 07/04/2026
    - tags: \["language models","post-training"]
    - later: true

- [youtube/v=jQPiH-KB4B0](https://www.youtube.com/watch?v=jQPiH-KB4B0) — Welcome to The RLHF Book & Post-Training Course

  - \[meta]:

    - date: 07/03/2026
    - tags: \["rlhf","post-training"]
    - later: true

- <https://www.nand2tetris.org/> — nand2tetris

  - \[meta]:

    - date: 06/28/2026
    - tags: \["computer architecture","course"]
    - later: true

- <https://huggingface.co/learn/llm-course/en/chapter6/4> — Normalization and pre-tokenization

  - \[meta]:

    - date: 06/28/2026
    - tags: \["tokenization","course"]
    - later: true

- <https://x.com/vivekgalatage/status/2012600003533951075> — algorithm course to revisit

  - \[meta]:

    - date: 01/17/2026
    - tags: \["algorithms","course"]
    - later: true

- <https://eatonphil.com/2026-ostep.html> — Operating Systems: Three Easy Pieces Book Club \[\*\*]

  - \[meta]:

    - date: 06/14/2026
    - tags: \["swe"]
    - pinned: true
    - highlighted: true

- <https://mathcs.org/analysis/reals/index.html> — Interactive Real Analysis \[\*\*]

  - \[meta]:

    - date: 06/05/2026
    - tags: \["math","topology"]
    - highlighted: true

- <https://www.math.toronto.edu/ivan/mat327/?resources> — MATH327 Topology

  - \[meta]:

    - date: 05/29/2026
    - tags: \["topology","lecture notes"]

- [youtube/v=ErJp91YBXbo](https://www.youtube.com/watch?v=ErJp91YBXbo) — Stochastic Calculus

  - \[meta]:

    - date: 05/27/2026
    - tags: \["statistics"]

- <https://ocw.mit.edu/courses/21h-151-dynastic-china-fall-2024/> — Dynastic China

  - \[meta]:

    - date: 05/23/2026
    - tags: \["history"]

- [MIT 18.901](/courses/18.901-fall-2004) — Introduction to Topology

  - \[meta]:

    - date: 05/23/2026
    - tags: \["topology"]

- [MIT 18.905](/courses/18.905-fall-2016) — Algebraic Topology I

  - \[meta]:

    - date: 05/23/2026
    - tags: \["topology"]

- [youtube/v=7cAzgUIKI68](https://www.youtube.com/watch?v=7cAzgUIKI68) — JHU Poker Course

  - \[meta]:

    - date: 05/23/2026
    - tags: \["game theory"]

- <https://castle.princeton.edu/optimallearning/> — Optimal Learning

  - \[meta]:

    - date: 12/11/2025
    - tags: \["information","visualisation"]

- <https://math.ucr.edu/home/baez/information/> — Information Geometry

  - \[meta]:

    - date: 01/14/2026
    - tags: \["topology","statistics"]

- <https://ocw.mit.edu/courses/18-04-complex-variables-with-applications-spring-2018/> — Complex Variables with Applications

  - \[meta]:

    - date: 12/17/2025
    - tags: \["complex analysis"]

- <https://nanjiang.cs.illinois.edu/cs542/> — CS542 Statistical Reinforcement Learning

  - \[meta]:

    - date: 12/17/2025
    - tags: \["rl"]
    - later: true

