Re: Textbook Recommendations

Kevin Dunn <[email protected]> Wed, 15 Feb 2023 20:59:26 +0100
Newsgroups gmane.comp.python.scientific.user
Message-ID <CAGD7iRbKqXLf-XqEwLPHd7w=QrUtg3juZn1YBxu2w8z-euU4=A@mail.gmail.com>
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(Sent with wrong subject earlier due to user error. Resending. Apologies
for the noise)

--

I am a bit biased of course, but my online book could also meet your needs.

Process Improvement using Data. https://learnche.org/pid/

Chapter 4 is about Regression, chapter 2 on fundamental stats, and chapter
5 on designed experiments (including a full online course on Coursera).

It's been a free, Creative Commons licensed resource since 2010, and used
by quite a number of industrial companies and universities daily.

I'm working on converting the R code to Python, so both are available side
by side. The repo is available on GitHub if anyone is interested in helping
speed that up ;) https://github.com/kgdunn/pid-book

Kevin

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<div dir="auto"><p>(Sent with wrong subject earlier due to user error. Resending. Apologies for the noise)</p><p>--</p><p>I am a bit biased of course, but my online book could also meet your needs.</p>
<p>Process Improvement using Data. <a href="https://learnche.org/pid/">https://learnche.org/pid/</a></p>
<p>Chapter 4 is about Regression, chapter 2 on fundamental stats, and chapter
5 on designed experiments (including a full online course on Coursera).</p>
<p>It&#39;s been a free, Creative Commons licensed resource since 2010, and used
by quite a number of industrial companies and universities daily.</p>
<p>I&#39;m working on converting the R code to Python, so both are available side
by side.  The repo is available on GitHub if anyone is interested in
helping speed that up ;)
<a href="https://github.com/kgdunn/pid-book">https://github.com/kgdunn/pid-book</a></p>
<p>Kevin</p></div>

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