A course by Andrej Karpathy on building neural networks, from scratch, in code.
We start with the basics of backpropagation and build up to modern deep neural networks, like GPT. In my opinion language models are an excellent place to learn deep learning, even if your intention is to eventually go to other areas like computer vision because most of what you learn will be immediately transferable. This is why we dive into and focus on languade models.
Prerequisites: solid programming (Python), intro-level math (e.g. derivative, gaussian).

Building my dream desk.

⌨️ DESK STUFF:
Standing desk frame: Flexispot E7L (330lbs capacity): https://www.flexispot.ca/l-shaped-standing-desk-e7l
Apothecary label handles: https://amzn.to/4gDQQHF
BenQ 32" 4K monitor (great mac compatibility): https://amzn.to/43RBXK2
Monitor mount: https://amzn.to/4vtBpWU
Laptop mount: https://amzn.to/4f6yuN5
Speakers: https://amzn.to/3Sswx5Q
Speaker mounts: https://amzn.to/4b7tqqc
Keychron K2 HE mechanical keyboard: https://amzn.to/4eodpyw
Logitech MX Master 4 wireless mouse: https://amzn.to/4ev50rG
Space Mouse: https://amzn.to/3SSeaY0
warm white LED strip: https://amzn.to/3KXAADT
Smart RGB LED strip: https://amzn.to/4eVBcWw
ESP32 microcontroller: https://amzn.to/4oNl1y4
Rubio Monocoat Oil Plus 2C: https://amzn.to/4oPsLPZ
Danish oil: https://amzn.to/4eFGkgj
Acoustic (bulletin board) panels: https://amzn.to/4uNNGEo

🤖 3D PRINTS:
Cable clamps: https://makerworld.com/en/models/941862-ultimate-cable-management-tie-different-sizes#profileId-907744
SYJ standby dock: https://makerworld.com/en/models/615378-iphone-standby-mode-dock-designed-with-overwerk?from=search#profileId-538769

🛍️ TOOLS I USED IN THIS VIDEO:

Onefinity Elite Foreman CNC: https://www.onefinitycnc.com/?ref=morley
Festool track saw: https://amzn.to/3HpeAQv
Festool Kapex Miter Saw: https://amzn.to/3SoMKsE
Bambu Lab H2S: https://tidd.ly/42T7bjS