Data Structure and Algorithm
- Coding Interview University
Resources to learn Data Structure and Algorithm
get studying! (github) - The Algorithms
Open-source collection of algorithms
get visualising! - NeetCode Roadmap
LeetCode starterpack
the bane of everyone’s career - Blind 75
Apparently made by ex-meta employee
the bane of everyone’s career p2
Data Science
- R for Data Science (2e)
Holy grail of data science (reddit)
it’s completely free!
Front End Web Development
- MDN Web Documentation
It’s a documentation, not a tutorial
don’t treat this as a tutorial - The Modern JavaScript Tutorial
Vanilla JavaScript
it’s a strange language
Programming Languages
C++
- Learn CPP
This was how I started learning C++
please use an adblocker - Order of items in classes
Best practices in ordering items in classes
i still refer to this today
Python
- Brocode
Goated python course
still holds up well today - Github Python Study Guide
Other resources on Python
it’s still good
Game Development
- Godot
Good for 2D games
official documentation - HeartBeast
He explains concepts really well
youtube channel
Machine Learning, Deep Learning, and Artificial Intelligence
some of these books may be old, so read with caution!
I would share these books, but I would get into legal trouble
Still holds up well
- AI Engineering
Dec. 2024 - LLM Engineer’s Handbook
Oct. 2024 - Generative Deep Learning (2e)
Apr. 2023 - it’s too long of a title
Oct. 2022 - it’s a long title
May. 2022 - Mathematics for ML
Dec. 2020
Outdated
Some of the concepts still hold up
- Hands On Generative AI with Transformers and Diffusion Models
Nov. 2024 - Hands-On Large Language Models
Sept. 2024 - Applied Machine Learning and AI for Engineers
Nov. 2022 - GANs in Action
GANs have mostly been replaced with Diffusion models and Autoregressive Transformers (image and text generations)
Sep. 2019
Development Freebies
- Free for dev
freebies
AI
AI agents and workspaces
It goes without saying, please do not give any of these administrative access
- n8n
AI agents workflow thing
cloud hosting requires money - OpenClaw
China was onec very obsessed with this
go and build your business - OpenCode
More coding ai agents
Underrated, to be honest
ai agent in your terminal - ZedAI
Free trial lasting one year for students
only works with zed text editor
Self-Hosting
Connectivity
All of these are free
- Tailscale VPN
Built on top of wireguard
easier wireguard - Wireguard
If Tailscale is too easy
harder tailscale - PfSense
If you want the most control over your network
even after tailscale
Multimedia
- NextCloud
Self-hosted Google Drive
better cloud storage service - Navidrome
Self-hosted music streaming
spotify replacement - JellyFin
Self-hosted multimedia streaming
under the sea
Files and Folders
- LocalSend
Send files to every device under the same network
better airdrop - KDE Connect
Similar to localsend, but more controls
you can turn your phone into a remote - Open Media Vault
Turn your device into NAS
it’s an OS though
Converters
mediadl
Shameless self-advertisement
it’s written in rust!- Cobalt
web-based converter
only supports youtube links - DocuPub
pdf is meant to be immutable
happy converting
Notes and Documents
- Obsidian
Local note-taking app
contrary to popular belief, this is not open-source - Logseq
Also a local note-taking app
but, this is an open-source app - OneNote
Can’t complain; it’s free
i hated using this on android - PDFGear
PDF reader for Windows and Mac
surprisingly free - Okular
Thanks KDE
this is what i use now!
Photos/Drawings
Videos and Audio
- Handbrake
Transcoder
tbh, i’ve never used this - Openshot
Video editor
saved my mini project - Audacity
Audio editor
used this to make bongo animals
Miscellaneous
- To be a professional hacker
Hack into the mainframe
start hacking - Gandalf? Is that you?
break the model