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ML Notes

While they're not textbooks, I also strongly recommend Sinho Chewi's Theoretical Statistics notes. Those follow most of Theoretical Statistics by Robert W. Keener and parts of Asymptotic Statistics by A. W. van der Vaart for Berkeley courses 210A and 210B, respectively.

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