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Mathematics for machine learning

Functional analysis glimpse

Function spaces, norms on functions, Hilbert spaces, kernels, and RKHS.

5 lessons Follow in order
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  1. Lesson 1 of 5

    Function spaces overview

    Enroll to open · 7 min read

  2. Lesson 2 of 5

    Norms on functions

    Enroll to open · 7 min read

  3. Lesson 3 of 5

    Hilbert spaces (intuition)

    Enroll to open · 8 min read

  4. Lesson 4 of 5

    Kernels and RKHS

    Enroll to open · 8 min read

  5. Lesson 5 of 5

    Operator norms

    Enroll to open · 7 min read

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