Introductory Machine Learning Algorithms in Python with scikit-learn, a course from well known egghead.io, is free for now: https://egghead.io/courses/introductory-machine-learning-algorithms-in-python-with-scikit-learn
egghead
Introductory Machine Learning Algorithms in Python with scikit-learn
Artificial intelligence. Machine learning. Bots. Computers learning and communicating with us to do our bidding. But, where do you start? How do you get a machine to even begin to understand what you speak or type at it? There are several common machine learning…
A nice and exciting introduction to regex:
https://dev.to/hawkinjs/dont-fear-the-regex-a-practical-introduction-to-regular-expressions
https://dev.to/hawkinjs/dont-fear-the-regex-a-practical-introduction-to-regular-expressions
DEV Community
(Don't Fear) The Regex: A Practical Introduction to Regular Expressions
Learn the answer to the question, "What are regular expressions, and why should I care?"
Do you write dumb code? If you do, you’re cool.
https://hackernoon.com/why-senior-devs-write-dumb-code-and-how-to-spot-a-junior-from-a-mile-away-27fa263b101a
https://hackernoon.com/why-senior-devs-write-dumb-code-and-how-to-spot-a-junior-from-a-mile-away-27fa263b101a
Hackernoon
Why Senior Devs Write Dumb Code and How to Spot a Junior From A Mile Away | HackerNoon
<span>O</span>ne of my all time favorite quotes is from Brian Goetz, a smart dude in the Java world who is one of the authors of <em>Java Concurrency in Practice</em>, among other things. The quote appears in an interview that Oracle published under the noscript…
Know your tools better. A short tutorial on distributing Python packages.
https://code.tutsplus.com/tutorials/how-to-write-package-and-distribute-a-library-in-python--cms-28693
https://code.tutsplus.com/tutorials/how-to-write-package-and-distribute-a-library-in-python--cms-28693
Code Envato Tuts+
How to Write, Package, and Distribute a Library in Python
In this tutorial you'll go through all the stages from an idea all the way to making your package available for anyone to install and use for fun and profit.
I wish I had this article years ago when I started using git, I would have got understanding of git rebase much faster: https://dev.to/maxwell_dev/the-git-rebase-introduction-i-wish-id-had
DEV Community
The Git Rebase Introduction I Wish I'd Had
If you don't know what rebasing in Git is, read this before it's too late. Especially if you love cupcakes!
The talk from Europython 2017 about how a traditional monolithic application written in Flask can be refactored into a modern distributed system based on microservices:
https://www.youtube.com/watch?v=1X3_gQwfabI
https://www.youtube.com/watch?v=1X3_gQwfabI
YouTube
BUILDING MICROSERVICES WITH PYTHON AND FLASK
In this talk, Miguel Grinberg shows how a traditional monolithic application written in Flask can be refactored into a modern distributed system based on mic...
O'Reilly gives away one of these three books on machine learning for completing the survey! http://www.oreilly.com/ai/fighting-financial-crime-survey.html?cmp=fb-data-na-na-na_sponsored+kibird+survey
Annotate your variables! https://dzone.com/articles/new-in-python-syntax-for-variable-annotations
dzone.com
New in Python: Syntax for Variable Annotations - DZone Web Dev
Time to take a look at a new feature in Python, namely ''syntax for variable annotations.'' We'll take a look at what this is along with some examples.
I believe that each tool has its purpose, but some tools are better than the others:)
https://medium.com/@tucnak/why-go-is-a-poorly-designed-language-1cc04e5daf2
https://medium.com/@tucnak/why-go-is-a-poorly-designed-language-1cc04e5daf2
Medium
Why Go is a poorly designed language
Alright, the noscript is quite bold, I admit it. I’ll tell you more: I love bold noscripts, they are all about attention. Anyway, in this blog…
A quick intro into creating GUIs with tkinter. Just what you need if you are in a hurry.
https://github.com/Dvlv/Tkinter-By-Example
https://github.com/Dvlv/Tkinter-By-Example
GitHub
GitHub - Dvlv/Tkinter-By-Example: Learn Tkinter By Example - a free book
Learn Tkinter By Example - a free book. Contribute to Dvlv/Tkinter-By-Example development by creating an account on GitHub.
All Your Ducks In A Row: Data Structures in the Std Lib and Beyond by Brandon Rhodes on PyCon2014.
https://www.youtube.com/watch?v=fYlnfvKVDoM&feature=youtu.be&t=360
https://www.youtube.com/watch?v=fYlnfvKVDoM&feature=youtu.be&t=360
YouTube
Brandon Rhodes: All Your Ducks In A Row: Data Structures in the Std Lib and Beyond - PyCon 2014
Speaker: Brandon Rhodes "Why are Python programmers crazy about lists and dictionaries, when other languages tout bitmaps, linked lists, and B+ trees? Are we...
Want to understand CPython deeper? Start with Byterun - this will lead you to good understanding of how Python interpreters work. Enjoy this read!
http://www.aosabook.org/en/500L/a-python-interpreter-written-in-python.html
http://www.aosabook.org/en/500L/a-python-interpreter-written-in-python.html
AsyncIO from the practical point of view - https://hackernoon.com/asyncio-for-the-working-python-developer-5c468e6e2e8e
Yeray Díaz personal site.
Yeray Díaz Díaz - AsyncIO for the Working Python Developer
A hands on tutorial on Python's asyncio explaining concurrency with simple examples working up to making concurrent HTTP calls.
This is a brief guide to metaclasses in python. Here you are, please enjoy:
https://blog.ionelmc.ro/2015/02/09/understanding-python-metaclasses/
https://blog.ionelmc.ro/2015/02/09/understanding-python-metaclasses/
blog.ionelmc.ro
Understanding Python metaclasses - … and Python objects in general
… and Python objects in general — None of the existing articles [1] give a comprehensive explanation of how metaclasses work in Python so I'm making my own. Metaclasses are a...
Possibly, the most complete guide to python magic methods. Have a nice evening and a good read:
https://rszalski.github.io/magicmethods/
https://rszalski.github.io/magicmethods/
rszalski.github.io
A Guide to Python's Magic Methods « rafekettler.com
A guide to all the Magic Methods in Python
This is a little python style guide written for data scientists and non-programmers though it would be useful even for experienced developers
http://columbia-applied-data-science.github.io/pages/lowclass-python-style-guide.html
http://columbia-applied-data-science.github.io/pages/lowclass-python-style-guide.html
columbia-applied-data-science.github.io
LowClass Python: Style Guide for Data Scientists
Python style guide emphasizing simplicity
>>> def foo(x=[]):
... x.append(42)
... print x
...
>>> foo()
[42]
>>> foo()
[42, 42]
>>> foo()
[42, 42, 42]
...just remember this behavior of the mutable default arguments!