Python Data Science
@pydatasci
The Python Data Science Handbook (by @jakevdp, O'Reilly, 2016). Read it online at https://jakevdp.github.io/PythonDataScienceHandbook
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The Python Data Science Handbook is now available! The entire book is also openly published as Jupyter notebooks: github.com/jakevdp/Python…
Tip: in IPython terminal or Jupyter notebook, run %notebook -e history.ipynb to generate a clean notebook with every executed command from the current kernel, in order.
Today I added a #binder badge to the Python Data Science Handbook. Executable book in one click! github.com/jakevdp/Python…
New post: some data-driven ruminations on PEP8's 79 character limit & the mark it leaves on Python packages jakevdp.github.io/blog/2017/11/0…
Run book run! An executable version of the Python Data Science Handbook is now live on @AzureNotebooks! More here: blogs.msdn.microsoft.com/visualstudio/2…
@jakevdp Just read 3/4 of your Python DS Handbook @pydatasci while on a trip. Best in-depth tutorial of NumPy, Pandas, and Matplotlib ever!!
I've been going through @jakevdp's book, and I'd highly recommend it. Fantastic learning piece for data science and ML overview.
The book went off to press today – printed copies should be available in early December! shop.oreilly.com/product/063692…
One of the lesser-known features of IPython/Jupyter... read more here: jakevdp.github.io/PythonDataScie…
@jakevdp Thanks for jakevdp.github.io/PythonDataScie… IPython's wildcard completion was new to me: In [1]: str.*find*? str.find str.rfind`
Full text of the Python Data Science Handbook by @jakevdp, available on the web: jakevdp.github.io/PythonDataScie…
A favorite Jupyter notebook trick: for cleaner presentation, suppress matplotlib's object repr output with a semicolon.
Generous of @jakevdp - the entirety of the Python Data Science Handbook is available here! buff.ly/2nc64FV
Two free data science books. R for Data Science r4ds.had.co.nz & Python Data Science Handbook github.com/jakevdp/Python…
Excited to announce @uwescience snr data sci fellow,@pydatasci author & longtime PyData speaker @jakevdp to keynote PyData Seattle! Jul 5-7
Reproducible Data Analysis in Jupyter – a video tutorial by @jakevdp jakevdp.github.io/blog/2017/03/0…
Curious about probabilistic data structures in Python? I highly recommend this 2013 talk by @ctitusbrown: pyvideo.org/pycon-us-2013/…
This was (I think?) the first book written & published entirely as freely-available Jupyter notebooks... Definitely an inspiration for me!
"Bayesian Methods for Hackers" by @Cmrn_DP: excellent Jupyter-powered intro to Bayesian statistics in Python: github.com/CamDavidsonPil…
Uh oh... reddit has discovered I exist: reddit.com/r/Python/comme…
pyvideo.org indexes nearly every available Python-related conference talk video. It's a great place to peruse and learn!
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