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Chapters 10 and 11 deal with the deep Szemerédi theorem (cases $$k=3$$ and $$k>3$$, respectively). The Szemerédi regularity lemma is discussed here together with the ergodic-theoretic proof of Furstenberg, the Govers additive combinatorial proof as well as the hypergraph approach.