Building a Deep Learning PC

I've been thinking about building my own deep learning PC for a while. Then two days in a row I got shut off from using GPUs on Google Cloud and it triggered a spiral into researching how I could do it. Turns out, I needed a lot of help. Thank you Michael, Nvidia (for the TITAN RTX) and the many kind people all over the internet who put out such incredible guides. The case came with dents in it so we called it "Denty". Links: Nvidia TITAN RTX GPU (what powers this beast) - https://nvda.ws/2X6DiuB My blog post on the build with a bunch of helpful resources - https://www.mrdbourke.com/notes-on-building-a-deep-learning-pc/ My PCPartPicker list - https://au.pcpartpicker.com/list/8KXXjp Timestamps: 0:00 - Intro and preamble 4:30 - Hardware build start 6:08 - Unboxing Nvidia TITAN RTX 8:30 - Motherboard unboxing 11:00 - CPU unboxing & install 13:00 - CPU fan unboxing & install 19:07 - RAM unboxing & install 22:12 - SSD hard drive unboxing & install 29:00 - Case unboxing (how Denty got its name) 35:00 - Power supply unboxing & install 46:00 - First power on 47:20 - Nvidia TITAN RTX install 52:40 - Second power on 53:51 - Software installation begins 54:55 - Installing Ubuntu 56:16 - Installing Miniconda and Nvidia drivers (CUDA & cuDNN) 56:37 - Software installation test 59:26 - Running first deep learning model on Nvidia TITAN RTX 59:55 - How I plan on using the new deep learning PC 1:01:22 - Outro timelapse Connect elsewhere: Get email updates on my work - https://dbourke.link/newsletter Support on Patreon - https://bit.ly/mrdbourkepatreon Web - https://dbourke.link/web Quora - https://dbourke.link/quora Medium - https://dbourke.link/medium Twitter - https://dbourke.link/twitter LinkedIn - https://dbourke.link/linkedin