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I was trying to understand the Ergodic theory recently, but I don't really have any knowledge about linear operators, Markov semigroups etc. so I didn't even fully understand the definition.

Could someone recommend a good book, notes or similar resource to learn about Linear operators and Markov semigroups?

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This seems to be thorough and well written.