On-the-cheap Machine Learning computer
I recently put together a cheap-and-cheerful machine-learning-capable PC. https://pcpartpicker.com/list/wwyQ2R Highlights are: Pentium G4560 CPU NVIDIA 1060 6GB GPU 16 GB RAM 512 GB SSD The main difference from a budget gaming rig is that I chose a relatively overpowered GPU. This is because for machine learning I think the main bottleneck will be GPU RAM size. This particular GPU model has a lot of RAM (6GB) for a relatively low price. The other extravagance is the 512 GB SSD. It would have been cheaper to use a smaller SSD coupled with a traditional hard drive. I went with a single SSD because I don't want to deal with the hard drive. So far my son's done far more gaming than I've done machine learning. He likes the system a lot. It's >10x the graphics performance of his previous machine, a 2012 Mac Mini running Windows 10 in Bootcamp.