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Tag: Python

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28 posts with this tag

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Solving OLS regression with linear algebra

When I first learned least-squares linear regression in my undergrad degree, I remember that we approached it in the "calculus" way: taking the sum of the squared differences for each observation and solving a massive (and tedious) equation until we …

Posted on July 13, 2020 • 9 minutes read Read on
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Working with matrices: powers and transposition

Part of the series Linear Algebra Basics 1. Working with matrices: addition, subtraction and multiplication 2. Working with matrices: inversion 3. Working with matrices: powers and transposition Today, we'll complete our series on basic matrix …

Posted on June 29, 2020 • 5 minutes read Read on
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Working with matrices: inversion

Part of the series Linear Algebra Basics 1. Working with matrices: addition, subtraction and multiplication 2. Working with matrices: inversion 3. Working with matrices: powers and transposition Today we will continue our discussion of the basic …

Posted on June 15, 2020 • 6 minutes read Read on
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Working with matrices: addition, subtraction and multiplication

Part of the series Linear Algebra Basics 1. Working with matrices: addition, subtraction and multiplication 2. Working with matrices: inversion 3. Working with matrices: powers and transposition Last year, I had the chance to enrol in a mathematics …

Posted on June 1, 2020 • 10 minutes read Read on
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Making beautiful plots in Python (plus a shameless book plug!)

When I transitioned over to working primarily in Python from R, one of the things that I missed was ggplot2. For me, the plots in ggplot2 look so much nicer and the syntax is more intuitive compared to matplotlib. Happily, last year I discovered that …

Posted on October 29, 2019 • 3 minutes read Read on
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