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Monday, February 10, 2020
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! TWITTER: https://bit.ly/2OHYLbB WEBSITE: https://bit.ly/2OoVPQF INSTAGRAM: https://bit.ly/312pLUb FACEBOOK: https://bit.ly/2OqOhx1 Please subscribe for more educational videos! It means a lot to me. DIY Deep Learning PC parts list (about $450): ------------------------------------------------------- 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 -------------------------------------------------------- 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://ift.tt/2ErR9lj Linus Tech Tips POV PC Build Guide: https://www.youtube.com/watch?v=v7MYOpFONCU Instructables PC Build Guide: https://ift.tt/3blIn7P Nvidia’s CUDA Documentation: https://ift.tt/39p1USZ Docker: http://docker.com/ Petronetto’s Deep Learning Docker Image: https://ift.tt/37ifC8C Another Deep Learning Docker Image: https://ift.tt/2D2Wn6x 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 Hit the Join button above to sign up to become a member of my channel for access to exclusive live streams! Signup for my newsletter for exciting updates in the field of AI: https://goo.gl/FZzJ5w Can't afford a PC right now? That's OK, use Google Colab for a free cloud GPU: https://ift.tt/2zxtOdA 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) And please support me on Patreon: https://ift.tt/2cMCk13
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