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  1. Mathematics for Machine Learning | Companion webpage to the …

    Too many of the ML books have a “don’t worry your pretty head about this detail” mentality, or go the other way and overwhelm me with detail. Your book is comprehensive and has a sense of ease and expanse, but it feels like I can get to the application part quickly enough.’

  2. Mathematics for Machine Learning

    Mathematics for Machine Learning

  3. External resources - Mathematics for Machine Learning

    Companion webpage to the book “Mathematics for Machine Learning”. Copyright 2020 by Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong. Published by ...

  4. Mathematics for Machine Learning

    { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Principal Component Analysis (PCA)\n", "by Marc Deisenroth and Yicheng Luo\n", "\n", "We will ...

  5. Mathematics for Machine Learning

    { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Linear Regression Tutorial\n", "by Marc Deisenroth" ] }, { "cell_type": "markdown", "metadata ...

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