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I did develop some professional temperature measurement equipment with 24 bit Analog Devices ADCs, ratiometric measurement and high precision PT1000 sensors and I was happy to get 0.1°C accuracy ...
You'll need an Arduino along with a bunch of various sensors to get the project rolling, and once it's all set up you'll have a simple, but cheap system to monitor your home. Head over to ...