Do i also need a temperature and humidity controlled room in my home to do this high level hobby, perhaps some transfers standards, Sorry this isn't hobby this is NIST research department
Well, a 7 1/2 digit multimeter will give you some good resolution for temperature measurement.
My new Keithley DMM7510 shows 4 digits after the decimal point.
I had a very good Fluke probe sitting in a bottle of water that was at equilibrium with the room temperature for a few days already.
The probe needed some hours to settle until only the last digit fluctuated.
Then I took a LED flashlight from about 1 m away and pointed it at the PT100 sensor inside the water bottle
And the last digit started to climb
Pretty amazing to see this.
Here is a first screen shot, just figured out to use HOME and ENTER simultaneous to get a screen shot to the USB stick.
(Why can the Keysight 34470A not have this cool feature)