How to Build a Deep Learning Machine - Everything You Need to Know
Aleksa Gordić - The AI Epiphany via YouTube
Overview
Syllabus
Intro - announcing the new series
Why should you build your deep learning workstation?
Quick skim of the components
pcpartpicker is your friend
Cost comparisons - Lambda Labs workstation & laptop, cloud
Researching the components - useful resources
Overview Tim Dettmers' blogs
Do you need 11+ GBs?
Don't follow someone's advice blindly!
Upgrade to NVIDIA 40x series?
Other resources
How to pick the right components?
CPU - Ryzen 9 7950x or Threadripper?
CPU Cooler
MoBo
Memory and storage
Case
PSU
Quick mention of my peripherals
Advice for targeting your particular budget
Tips for buying components - site aggregators, Amazon, legitness
Outro
Taught by
Aleksa Gordić - The AI Epiphany