A Crash Course in Python for Scientists
Rick Muller, Sandia National Laboratories:
http://nbviewer.jupyter.org/gist/rpmuller/5920182

Sometimes Python will confuse you. Know why?
https://nedbatchelder.com//blog/201801/pythons_misleading_readability.html

A little cheatsheet on navigating in UNIX terminal CL:
https://clementc.github.io/blog/2018/01/25/moving_cli/

Overview one of the new feature that will be on board of Python 3.7:
https://hackernoon.com/a-brief-tour-of-python-3-7-data-classes-22ee5e046517

I never thought Microsoft would do that good for Python developers (and not only) until I tried VS Code with Microsoft Python plugin. It's just amazing. If you are a long time Sublime Text or PyCharm user - you definitely should try it. Here is the link: https://code.visualstudio.com/. It's free and extremely usable (despite it's built with Electron, ha-ha).

David Beazley is a Python-beast, the author of a bunch of a best-selling books on programming with Python. Here is what he told us back in 2015 about AsyncIO. Here is a spoiler - it's our future. Is it? Do you agree?
https://www.youtube.com/watch?v=ZzfHjytDceU

Five ideas underlying the design-pattern

* Separate things that do not change from things that do not change
* Program is done for interface (not for implementation)
* Aggregate rather than inherit
* Delegation, delegation, delegation
* Do not make until you need it (YAGNI)

For more details please check out this great short-read and think about it:)

https://boostlog.io/@reece.jaskolski25/5-principles-of-design-pattern-by-python-5a71fc4052b91d9de6d0bddb

What are the network messaging options? How do they compare? And which should I use?

MQTT is being used by AWS but how does this compare to the newly emerging gRPC; how does the tried and tested Avro compare to Protocol Buffers or even using the familiar JSON with HTTP and Websockets? Enjoy the presentation by Mike Leonard (he is from Australia, isn't he?)
https://www.youtube.com/watch?v=UfPhXhCjMpw

Prepare for Python 3.8. The release schedule is here (the releases are not going to happen soon though):
https://www.python.org/dev/peps/pep-0569/

I'm sure all of us use pdb pretty often. Just to remind you - here are some hints on how to use pdb effectively:
https://www.codementor.io/stevek/advanced-python-debugging-with-pdb-g56gvmpfa

Have you ever asked yourself if you needed Python metaprogramming in some particular situation? If you did, you didn't need it. You only go with metaprogramming when you are 101% sure you need it. And this presentation is therefore for you. Enjoy Mike Leonard and your weekend:
https://www.youtube.com/watch?v=l8u8VENJhpM

You guys know that there are some major improwements in python 3.7. Here is a little description of the performance speed up:
https://hackernoon.com/5-speed-improvements-in-python-3-7-1b39d1581d86

No. Magic. In. Regular expressions. Absolutely.
https://rcoh.me/posts/no-magic-regular-expressions/

Here is a list of 500 algorithms. Most of them are not written in Python but anyway this is a useful and mighty collection.
https://techiedelight.quora.com/500-Data-Structures-and-Algorithms-practice-problems-and-their-solutions

A little note on copying things in Python, of course with some examples:
https://www.programiz.com/python-programming/shallow-deep-copy

Today I want to introduce to you a wonderful tool, which some of you may already be familiar with - mitmproxy, a great man-in-the-middle proxy which you can setup in a few minutes. It's a joy to use it for the software development purposes, but you may go further%) Please, check it out:
https://mitmproxy.org/

The demystification of range and why it is not an iterator: http://treyhunner.com/2018/02/python-range-is-not-an-iterator/

A little tutorial about reactive programming in Python (based on RxPy library but anyway it is useful):
https://auth0.com/blog/reactive-programming-in-python/

You should try the Google's ML course. It's free and available now.
https://thenextweb.com/artificial-intelligence/2018/03/05/you-can-take-googles-machine-learning-crash-course-for-free-now/