If you are planning to buy a new system solely for building and training Machine Learning models, below there are listed 3 CPU's to fulfill your purpose.

AMD Ryzen 9 3900X

The below points are worth to be noted about this CPU:

  • Manufacturer: AMD
  • Performance: Excellent (High-end CPU segment)
  • Cores: 12 Cores
  • Performance for Machine Learning and Data Science: High
  • Overlocking: Yes
  • Hyperthreading: Yes
  • Max. RAM: DDR4-3200 up to 128 GB
  • It has an excellent price-for-performance ratio in multithreaded scenarios
  • Relatively low power consumption
  • Easy overclocking tools
  • Huge L3 cache
  • Price: Check Price on Amazon
 

 

Intel Core i9-9900K

The below points are worth to be noted about this CPU:

  • Manufacturer: Intel
  • Performance: Very Good (High-end CPU segment)
  • Cores: 8 Cores
  • Performance for Machine Learning and Data Science: High
  • Overlocking: Yes
  • Hyperthreading: Yes
  • Max. RAM: DDR4-2666 up to 128 GB
  • Two more cores than previous top Coffee Lake CPU
  • 5GHz peak one-core clock for single-threaded apps
  • Unlocked Multiplier
  • Great for multiplayer applications
  • Price: Check Price on Amazon
 

 

AMD Ryzen 7 3800X

The below points are worth to be noted about this CPU:

  • Manufacturer: AMD
  • Performance: Very Good (High-end CPU segment)
  • Cores: 8 Cores
  • Performance for Machine Learning and Data Science: Medium
  • Overlocking: Yes
  • Hyperthreading: Yes
  • Max. RAM: DDR4-3200 up to 128 GB
  • It has a solid blend of single and multi-threaded performance
  • PCIe 4.0 support
  • Bundled Cooler
  • Best price-performance ratio
  • Price: Check Price on Amazon