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Konrad Völkel
ds-skript
Commits
cc1115b4
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cc1115b4
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2 years ago
by
Konrad Völkel
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some relevant references
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cc1115b4
---
---
@book
{
esl
,
author
=
{Friedman, J. and Hastie, T. and Tibshirani, R.}
,
year
=
{2001}
,
title
=
{The Elements Of Statistical Learning}
,
volume
=
1
,
number
=
10
,
publisher
=
{Springer}
,
series
=
{series in statistics}
}
@misc
{
dds
,
title
=
{Doing Data Science: Straight Talk from the Frontline}
,
author
=
{Schutt, Rachel and O'Neil, Cathy}
,
year
=
{2013}
,
publisher
=
{O'Reilly Media, Inc.}
}
@article
{
haller
,
author
=
{Heiko Haller and Stefan Krauss}
,
title
=
{Misinterpretations of Significance: A problem students share with their teachers?}
,
journal
=
{Methods of Psychological Research Online}
,
volume
=
{7}
,
number
=
{1}
,
pages
=
{1--20}
,
year
=
{2002}
,
publisher
=
{Pabst Science Publ.}
}
@Book
{
georgii2015stochastik
,
key
=
{georgii2015stochastik}
,
title
=
{Stochastik}
,
publisher
=
{de Gruyter}
,
year
=
{2015}
,
author
=
{Georgii, Hans-Otto}
,
month
=
may
,
doi
=
{10.1515/9783110206777}
,
timestamp
=
{2021.10.26}
,
}
@Book
{
pythondsh
,
title
=
{Python Data Science Handbook}
,
publisher
=
{O'Reilly Media, Inc.}
,
year
=
{2016}
,
author
=
{Jake VanderPlas}
,
month
=
nov
,
isbn
=
{9781491912058}
,
url
=
{https://jakevdp.github.io/PythonDataScienceHandbook/}
,
}
@Book
{
joelgrusdsfs
,
title
=
{Data Science from Scratch: First Principles with Python}
,
publisher
=
{O'Reilly UK Ltd.}
,
year
=
{2019}
,
author
=
{Joel Grus}
,
month
=
may
,
isbn
=
{1492041130}
,
url
=
{https://github.com/joelgrus/data-science-from-scratch}
,
}
@Book
{
mmds
,
title
=
{Mining of Massive Datasets}
,
publisher
=
{Cambridge University Press}
,
year
=
{2020}
,
edition
=
{3rd}
,
month
=
jan
,
isbn
=
{9781108476348}
,
url
=
{http://www.mmds.org}
,
}
@book
{
Deisenroth2020
,
author
=
{Deisenroth, Marc Peter and Faisal, A. Aldo and Ong, Cheng Soon}
,
publisher
=
{Cambridge University Press}
,
title
=
{Mathematics for Machine Learning}
,
year
=
2020
}
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