Uploaded November 2022 | Updated September 2026, 1 week ago
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π¨βπ©βπ§βπ¦ Join our Discord community π¨βπ©βπ§βπ¦
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In this video, I tell you everything you need to know about building your own machine learning workstation! Should you build it? How to do proper research on the components, which websites to use, how to buy components, and much more.
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
Disclaimer: below are affiliate links - by clicking & buying I earn a percentage at no additional cost to you! :)
Core components:
* RTX 3090 geni.us/CU4C
* AMD Ryzen 9 7950x geni.us/mJAJX
* ARCTIC Liquid Freezer II 280 geni.us/7ec1Z
* Asus ROG Crosshair X670E Hero geni.us/XxIa
* Kingston Fury Beast geni.us/FB4a
* Samsung 980 PRO 2 TB m.2 geni.us/AQuFQtB
* SAMSUNG 870 QVO SATA III 8TB geni.us/iyDmwX
* Lian Li PC-O11DW 011 DYNAMIC geni.us/2NrKFf
* EVGA Supernova 1600 G+ geni.us/WGcJ
Peripherals I use (super happy with my decision esp. keyboard!):
* Dell U2720Q UltraSharp 27 Inch 4K geni.us/eyUy
* Corsair K70 RGB MK.2 Mechanical w/ MX brown geni.us/bgZw
* Mouse: Corsair M65 PRO RGB geni.us/ghLb
List: uk.pcpartpicker.com/list/ryMsBj
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
Blogs I recommended in the video:
timdettmers.com/2020/09/07/which-gpu-for-deep-learning
timdettmers.com/2018/12/16/deep-learning-hardware-guide
emilwallner.com/p/ml-rig
nonint.com/2022/05/30/my-deep-learning-rig
mrdbourke.com/notes-on-building-a-deep-learning-pc
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
βοΈ Timetable:
00:00 Intro - announcing the new series
02:00 Why should you build your deep learning workstation?
03:56 Quick skim of the components
04:45 pcpartpicker is your friend
07:20 Cost comparisons - Lambda Labs workstation & laptop, cloud
15:45 Researching the components - useful resources
15:57 Overview Tim Dettmers' blogs
19:20 Do you need 11+ GBs?
22:55 Don't follow someone's advice blindly!
27:08 Upgrade to NVIDIA 40x series?
28:05 Other resources
30:30 How to pick the right components?
32:10 CPU - Ryzen 9 7950x or Threadripper?
33:50 CPU Cooler
34:45 MoBo
37:50 Memory and storage
40:40 Case
42:00 PSU
42:55 Quick mention of my peripherals
43:15 Advice for targeting your particular budget
44:25 Tips for buying components - site aggregators, Amazon, legitness
48:25 Outro
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
π° BECOME A PATREON OF THE AI EPIPHANY β€οΈ
If these videos, GitHub projects, and blogs help you,
consider helping me out by supporting me on Patreon!
The AI Epiphany - patreon.com/theaiepiphany
One-time donation - paypal.com/paypalme/theaiepiphany
Huge thank you to these AI Epiphany patreons:
Eli Mahler
Petar VeliΔkoviΔ
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
π Website - gordicaleksa.com
πΌ LinkedIn - linkedin.com/in/aleksagordic
π¦ Twitter - twitter.com/gordic_aleksa
π¨βπ©βπ§βπ¦ Discord - discord.gg/peBrCpheKE
πΊ YouTube - youtube.com/c/TheAIEpiphany
π Medium - gordicaleksa.medium.com
π» GitHub - github.com/gordicaleksa
π’ AI Newsletter - aiepiphany.substack.com
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
#deeplearning #machinelearning #workstation #rig #pc #build
β€οΈ Become The AI Epiphany Patreon β€οΈ
patreon.com/theaiepiphany
π¨βπ©βπ§βπ¦ Join our Discord community π¨βπ©βπ§βπ¦
discord.gg/peBrCpheKE
In this video, I tell you everything you need to know about building your own machine learning workstation! Should you build it? How to do proper research on the components, which websites to use, how to buy components, and much more.
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
Disclaimer: below are affiliate links - by clicking & buying I earn a percentage at no additional cost to you! :)
Core components:
* RTX 3090 geni.us/CU4C
* AMD Ryzen 9 7950x geni.us/mJAJX
* ARCTIC Liquid Freezer II 280 geni.us/7ec1Z
* Asus ROG Crosshair X670E Hero geni.us/XxIa
* Kingston Fury Beast geni.us/FB4a
* Samsung 980 PRO 2 TB m.2 geni.us/AQuFQtB
* SAMSUNG 870 QVO SATA III 8TB geni.us/iyDmwX
* Lian Li PC-O11DW 011 DYNAMIC geni.us/2NrKFf
* EVGA Supernova 1600 G+ geni.us/WGcJ
Peripherals I use (super happy with my decision esp. keyboard!):
* Dell U2720Q UltraSharp 27 Inch 4K geni.us/eyUy
* Corsair K70 RGB MK.2 Mechanical w/ MX brown geni.us/bgZw
* Mouse: Corsair M65 PRO RGB geni.us/ghLb
List: uk.pcpartpicker.com/list/ryMsBj
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
Blogs I recommended in the video:
timdettmers.com/2020/09/07/which-gpu-for-deep-learning
timdettmers.com/2018/12/16/deep-learning-hardware-guide
emilwallner.com/p/ml-rig
nonint.com/2022/05/30/my-deep-learning-rig
mrdbourke.com/notes-on-building-a-deep-learning-pc
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
βοΈ Timetable:
00:00 Intro - announcing the new series
02:00 Why should you build your deep learning workstation?
03:56 Quick skim of the components
04:45 pcpartpicker is your friend
07:20 Cost comparisons - Lambda Labs workstation & laptop, cloud
15:45 Researching the components - useful resources
15:57 Overview Tim Dettmers' blogs
19:20 Do you need 11+ GBs?
22:55 Don't follow someone's advice blindly!
27:08 Upgrade to NVIDIA 40x series?
28:05 Other resources
30:30 How to pick the right components?
32:10 CPU - Ryzen 9 7950x or Threadripper?
33:50 CPU Cooler
34:45 MoBo
37:50 Memory and storage
40:40 Case
42:00 PSU
42:55 Quick mention of my peripherals
43:15 Advice for targeting your particular budget
44:25 Tips for buying components - site aggregators, Amazon, legitness
48:25 Outro
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
π° BECOME A PATREON OF THE AI EPIPHANY β€οΈ
If these videos, GitHub projects, and blogs help you,
consider helping me out by supporting me on Patreon!
The AI Epiphany - patreon.com/theaiepiphany
One-time donation - paypal.com/paypalme/theaiepiphany
Huge thank you to these AI Epiphany patreons:
Eli Mahler
Petar VeliΔkoviΔ
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
π Website - gordicaleksa.com
πΌ LinkedIn - linkedin.com/in/aleksagordic
π¦ Twitter - twitter.com/gordic_aleksa
π¨βπ©βπ§βπ¦ Discord - discord.gg/peBrCpheKE
πΊ YouTube - youtube.com/c/TheAIEpiphany
π Medium - gordicaleksa.medium.com
π» GitHub - github.com/gordicaleksa
π’ AI Newsletter - aiepiphany.substack.com
β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬β¬
#deeplearning #machinelearning #workstation #rig #pc #build
