Cheapest Deep Learning PC in 2020

Deep Learning is the the most exciting subfield of Artificial Intelligence, yet the necessary hardware costs keep many people from participating in its research and development. I wanted to see just how cheap a deep learning PC could be built for in 2020, so I did some research and put together a deep learning PC build containing brand new parts that comes out to about 450 US dollars. I chose NewEgg for the parts because it has a global shipping policy, deep learning belongs to the world not just the United States. In this episode, I’m going to walk you through what the deep learning stack looks like (CUDA, Jupyter, PyTorch, etc.) , why i chose the various hardware components, and then I’ll show you how to setup the full deep learning software stack on your PC. Enjoy!

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DIY Deep Learning PC parts list (about $450):
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GPU (GTX 1650): https://bit.ly/31Jb4Hu
Motherboard (MSI A320M ): https://bit.ly/2uyCaop
Hard Drive (Seagate Firecuda 1TB): https://bit.ly/2tKxUSi
RAM (SK Hynix 8 GB): https://bit.ly/2UMpWD8
Power Supply (Corsair 450W): https://bit.ly/2w74yOT
CPU (AMD Ryzen 3 Series 4 Core 3.1 ghz): https://bit.ly/31HwiFl
PC Case (2 fans built-in): https://bit.ly/39p7IMo
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Note* - each part price is always fluctuating +/- 10 dollars in price

The ABS $600 pre-built pc:
https://bit.ly/2OJjcCh

PyTorch’s Image Classifier Example:
https://pytorch.org/tutorials/....beginner/blitz/cifar

Linus Tech Tips POV PC Build Guide:
https://www.youtube.com/watch?v=v7MYOpFONCU

Instructables PC Build Guide:
https://www.instructables.com/....id/Build-a-Gaming-Co

Nvidia’s CUDA Documentation:
https://docs.nvidia.com/

Docker:
http://docker.com/

Petronetto’s Deep Learning Docker Image:
https://github.com/petronetto/....docker-python-deep-l

Another Deep Learning Docker Image:
https://github.com/NVAITC/ai-lab

Are you a total beginner to machine learning? Watch this:
https://www.youtube.com/watch?v=Cr6VqTRO1v0

Learn Python:
https://www.youtube.com/watch?v=T5pRlIbr6gg

Live C Programming:
https://www.youtube.com/watch?v=giF8XoPTMFg

CUDA Explained:
https://www.youtube.com/watch?v=1cHx1baKqq0

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Can't afford a PC right now? That's OK, use Google Colab for a free cloud GPU:
https://colab.research.google.com/

Credits:
Nvidia team
PyTorch team
Image/GIF assets are from across the Web, i take no credit for them
(except some memes)
Comedy Central (“Nathan for you” clip)

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