Please suggest a computer plus power supply and case that could run an AI for a business with 20000 customers, The database for those customers contains 50 fields with 1 picture. Please itemize the parts and software in a table along with pricing information plus a source to buy each item.

Computer Configuration for AI with 20,000 Customers (50 Fields + 1 Picture)

Hardware:

ItemSpecificationPriceVendorLink
CPUAMD Ryzen 9 7950X$899.00Amazonhttps://www.amazon.com/ryzen-9-7950x/s?k=ryzen+9+7950x
RAM128GB DDR5-6000$429.99Amazonhttps://www.amazon.com/ddr5-ram-128gb-7200mhz/s?k=ddr5+ram+128gb+7200mhz
SSD2TB Samsung 980 Pro NVMe PCIe Gen4$249.99Amazonhttps://www.amazon.com/samsung-980-pro/s?k=samsung+980+pro
HDD4TB Seagate Barracuda SATA III$89.99Amazonhttps://www.amazon.com/Seagate-BarraCuda-3-5-Inch-Internal-ST4000DM004/dp/B0713R3Y6F
GPUNVIDIA GeForce RTX 3080 Ti$1449.99Amazonhttps://www.amazon.com/rtx-3080-ti/s?k=rtx+3080+ti
MotherboardASUS ROG Strix X670E-A Gaming WiFi$499.99Amazonhttps://www.amazon.com/asus-rog-strix-x670e/s?k=asus+rog+strix+x670e
Power SupplyCorsair RM850x$189.99Amazonhttps://www.amazon.com/Corsair-RM850x-Fully-Modular-Supply/dp/B08R5JPTMZ
CaseFractal Design Meshify C ATX Mid Tower Case$109.99Amazonhttps://www.amazon.com/Fractal-Design-Meshify-TG-Lt/dp/B07B3JDBM2

Software:

SoftwareVersionPriceVendorLink
Operating SystemUbuntu Server 20.04 LTSFreeUbuntuhttps://ubuntu.com/blog/ubuntu-server-20-04
NVIDIA X ServerLatestFreeNVIDIAhttps://forums.developer.nvidia.com/t/how-to-exit-the-x-server-to-install-the-nvidia-driver/222361
Anaconda AI PlatformFree or PaidAnacondahttps://www.anaconda.com/
Python 3.10LatestFreePythonhttps://www.python.org/downloads/
TensorFlow 2.7.0LatestFreeTensorFlowhttps://www.tensorflow.org/
R-base4.2.1FreeR Projecthttps://cran.r-project.org/bin/windows/base/
PyCharmProfessional Edition$8.99/monthJetBrainshttps://www.jetbrains.com/pycharm/
EricLatestFreePython Projectshttps://eric-ide.python-projects.org/
PyzoLatestFreePyzohttps://pyzo.org/
SpyderLatestFreeSpyder IDEhttps://www.spyder-ide.org/
RStudioDesktop Free or PaidRStudiohttps://posit.co/
R4.2.1FreeR Projecthttps://cran.r-project.org/bin/windows/base/
EmacsLatestFreeGNUhttps://orgmode.org/
RKwardLatestFreeKDEhttps://rkward.kde.org/
CuPy - Cuda chainLatestFreeChainerhttps://github.com/cupy/cupy

Total Cost:

  • Hardware: $4,926.94
  • Software: Free (excluding paid options for PyCharm and RStudio)

Notes:

  • This configuration is recommended for a business with 20,000 customers and a database with 50 fields and 1 picture. The specific hardware and software needs may vary depending on the complexity of the AI model and the specific requirements of the business.
  • The cost estimate is approximate and may vary depending on the vendor and specific model chosen.
  • This configuration includes a powerful CPU, GPU, and RAM to handle the demands of AI training and inference.
  • The software includes popular tools for machine learning and data analysis.
  • It is important to carefully consider the needs of the business and the specific requirements of the AI model when choosing hardware and software.