In order to begin the long journey towards understanding entropy, and really, temperature, let's look at probabilities of coin flips. This is directly applicable to magnetic diploes in the quantum mechanical world.
Playlist: • An Introduction to Thermal Physics by...
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The textbook I am using is: Schroeder, Daniel V. "An Introduction to Thermal Physics" 1st ed., Addison Wesley Longman, 2005.