[Python Tips] Jupyter Notebooks

themarkymark (78) in programming • 6 years ago (edited)

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6 years ago by themarkymark (78)

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nicnas (66) · 6 years ago (edited)

You showing me this a couple months ago has been a game changer for how I interact with python and my server. For troubleshooting and learning it has been a god send. Really do appreciate your help getting started.

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makerhacks (66) · 6 years ago

Mixing in the markdown with the code is intruiging. I don’t do much statistical stuff but I’m still thinking I should try it out :)

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themarkymark (78) · 6 years ago (edited)

The markdown is good for describing what is going on. If you look at some of the example notebooks, they do a good show showing how it can help.

For example, this simple notebook uses it to give an overview of each code block and what's going on. Most of the time when using Notebooks you are dealing with a lot of data.

Another great example:

https://www.kaggle.com/stkbailey/teaching-notebook-for-total-imaging-newbies

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stabilowl (63) · 6 years ago

Notebooks are great for tutorials and courses. I was doing a course on deep learning on Coursera and the tutorials/homeworks were Notebooks. I have used Notebooks for Kaggle submissions as well.

I am a bit confused though in terms of the difference between Jupyter Notebook and IPython Notebook, so much so that I can't remember which was the one that I used...

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themarkymark (78) · 6 years ago

Jupyter is the new name, it used to be called Ipython Notebooks.

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skorpsim (37) · 6 years ago

Jupyter Notebook is just awesome!
I was introduced to it by a colleague. We used MATLAB and struggled to get a licence because of a shortage. He already used IPython Notebook and at the time it upgraded to Jupyter Notebook he set up a server and introduced his subdivision colleagues. It spread like a wildfire in the whole R&D department. I have never seen a similar adoption and success of an open source tool or any other tool.

This experience was a game changer for me and I started using more open source software like LATEX, Blender and Inkscape. Brave Browser is the latest member of this club.

Jupyter Notebook is best used on Linux. In case you want to try it on Windows i recommend WinPython, it contains Jupyter Notebook beside some other useful tool-sets.

Even Microsoft is in love with Jupyter Notebooks! You can use them for FREE on Azure Notebooks. Microsoft uses a Linux server environment and Python 2.X, 3.X, R and F# Kernels are pre-installed.