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Title: GitHub - alephmelo/python-way: A curated list of articles, talks, tutorials to help you on your way to be the so called Full Stack Python Dev.

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Description: A curated list of articles, talks, tutorials to help you on your way to be the so called Full Stack Python Dev. - alephmelo/python-way

Open Graph Description: A curated list of articles, talks, tutorials to help you on your way to be the so called Full Stack Python Dev. - alephmelo/python-way

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	https://github.com/alephmelo/python-way#table-of-contents
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Flask	https://github.com/alephmelo/python-way#flask
Bottle	https://github.com/alephmelo/python-way#bottle
Web2Py	https://github.com/alephmelo/python-way#web2py
Database	https://github.com/alephmelo/python-way#database
DBAPI	https://github.com/alephmelo/python-way#dbapi
Django ORM	https://github.com/alephmelo/python-way#django-orm
SQLAlchemy	https://github.com/alephmelo/python-way#sqlalchemy
Alembic	https://github.com/alephmelo/python-way#alembic
Data Visualization	https://github.com/alephmelo/python-way#data-visualization
Bokeh	https://github.com/alephmelo/python-way#bokeh
Matplot Lib	https://github.com/alephmelo/python-way#matplot-lib
Seaborn	https://github.com/alephmelo/python-way#seaborn
Mpld3	https://github.com/alephmelo/python-way#mpld3
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	https://github.com/alephmelo/python-way#command-line
Documentation	https://docs.python.org/3.5/using/cmdline.html
Command Line Arguments	http://www.tutorialspoint.com/python/python_command_line_arguments.htm
Command line basics	http://alephmelo.github.io/command-line-basics/
	https://github.com/alephmelo/python-way#variables
Variables and Types	http://www.learnpython.org/en/Variables_and_Types
Python Variable Types	http://www.tutorialspoint.com/python/python_variable_types.htm
Python Basics: Dictionaries	https://www.youtube.com/watch?v=ZX1CVvZLE6c
The Idiomatic Way to Merge Dictionaries in Python	https://treyhunner.com/2016/02/how-to-merge-dictionaries-in-python/
	https://github.com/alephmelo/python-way#functions
Learn Python The Hard Way	http://learnpythonthehardway.org/book/ex21.html
Functions in Python	http://zetcode.com/lang/python/functions/
Functions Codecademy	https://www.codecademy.com/courses/python-beginner-c7VZg/0/1?curriculum_id=4f89dab3d788890003000096
Automate Boring Stuff with Python	https://automatetheboringstuff.com/chapter3/
	https://github.com/alephmelo/python-way#classes
Learning To Speak Object Oriented	http://learnpythonthehardway.org/book/ex41.html
Classes and Objects	http://www.learnpython.org/en/Classes_and_Objects
Python Object Oriented	http://www.tutorialspoint.com/python/python_classes_objects.htm
Improve Your Python: Python Classes and Object Oriented Programming	https://www.jeffknupp.com/blog/2014/06/18/improve-your-python-python-classes-and-object-oriented-programming/
The origins of the class Meta idiom in python	http://mapleoin.github.io/perma/python-class-meta
	https://github.com/alephmelo/python-way#exceptions
Python Exceptions Handling	http://www.tutorialspoint.com/python/python_exceptions.htm
Errors and Exceptions	https://docs.python.org/3.5/tutorial/errors.html
Handling Exceptions	https://wiki.python.org/moin/HandlingExceptions
Python Error: Trey, Except and Exception Handling	http://www.dotnetperls.com/error-python
	https://github.com/alephmelo/python-way#modules
Modules Every Python Developer Should Know	https://www.reddit.com/r/Python/comments/3yg2u4/modules_every_python_developer_should_know/
Python 101: All about imports	http://www.blog.pythonlibrary.org/2016/03/01/python-101-all-about-imports
Demystifying how imports work in Python by @tasdikrahman	https://speakerdeck.com/tasdikrahman/demystifying-how-imports-work-in-python
	https://github.com/alephmelo/python-way#advanced
	https://github.com/alephmelo/python-way#list-comprehensions
List Comprehensions Basics	http://community.pythonhackers.com/t/list-comprehensions/579
List Comprehensions Explained	http://python-3-patterns-idioms-test.readthedocs.org/en/latest/Comprehensions.html
List Comprehension	http://www.python-course.eu/list_comprehension.php
Yet Another List Comprehension Article	http://www.bogotobogo.com/python/python_list_comprehension.php
	https://github.com/alephmelo/python-way#decorators
Decorators Part I	http://community.pythonhackers.com/t/decorators-part-1/582
Decorators Part II	http://community.pythonhackers.com/t/decorators-part-ii/583
A Primer on Python Decorators	https://realpython.com/blog/python/primer-on-python-decorators/
Improve Your Python: Decorators Explained	http://www.jeffknupp.com/blog/2013/11/29/improve-your-python-decorators-explained/
	https://github.com/alephmelo/python-way#context-managers
Introduction to Context Managers in Python	http://eigenhombre.com/2013/04/20/introduction-to-context-managers/
Context Managers 101	http://book.pythontips.com/en/latest/context_managers.html
Context Lib	https://pymotw.com/2/contextlib/
Python with Context Managers	http://jeffknupp.com/blog/2016/03/07/python-with-context-managers/
	https://github.com/alephmelo/python-way#class-decorators
Decorator Classes	http://book.pythontips.com/en/latest/decorators.html#decorator-classes
Writing a Class Decorator in Python	https://andrefsp.wordpress.com/2012/08/23/writing-a-class-decorator-in-python/
	https://github.com/alephmelo/python-way#meta-classes
Python 3 OOP - Metaclasses	http://lgiordani.com/blog/2014/09/01/python-3-oop-part-5-metaclasses/#.Vpqwj1MrKcw
Decorators and Metaclasses	http://lgiordani.com/blog/2014/10/14/decorators-and-metaclasses/#.Vpqwc1MrKcw
	https://github.com/alephmelo/python-way#optimization
Python: An Intro to caching	http://www.blog.pythonlibrary.org/2016/02/25/python-an-intro-to-caching/
	https://github.com/alephmelo/python-way#cython
Basic Tutorial	http://docs.cython.org/src/tutorial/cython_tutorial.html
	https://github.com/alephmelo/python-way#pypy
What is PyPy?	http://doc.pypy.org/en/latest/introduction.html
	https://github.com/alephmelo/python-way#numba
First Steps with Numba	http://numba.pydata.org/numba-doc/0.12.2/tutorial_firststeps.html
Python Performance and Introduction to Numba - PyData Conf 2015	https://speakerdeck.com/teoliphant/performance-python-and-introduction-to-numba
	https://github.com/alephmelo/python-way#concurrency
	https://github.com/alephmelo/python-way#threading
Python Multithreading: Advanced Python Concepts	http://www.techbeamers.com/python-multithreading-concepts/
	https://github.com/alephmelo/python-way#multiprocessing
	https://github.com/alephmelo/python-way#async
Python Asynchronous I/O Walkthrough	http://pgbovine.net/python-async-io-walkthrough.htm
	https://github.com/alephmelo/python-way#gevent
Gevent Tutorial	http://sdiehl.github.io/gevent-tutorial/
	https://github.com/alephmelo/python-way#twisted
Twisted Introduction	http://krondo.com/an-introduction-to-asynchronous-programming-and-twisted/
	https://github.com/alephmelo/python-way#testing
Testing Your Code	http://docs.python-guide.org/en/latest/writing/tests/
Defensive Programming	http://tutorials.pluralsight.com/python/defensive-programming-in-python
	https://github.com/alephmelo/python-way#unittest
An Introduction to Mocking in Python	http://www.toptal.com/python/an-introduction-to-mocking-in-python
	https://github.com/alephmelo/python-way#tox
	https://github.com/alephmelo/python-way#pytest
	https://github.com/alephmelo/python-way#coveragepy
	https://github.com/alephmelo/python-way#data-science
5 important Python Data Science advancements of 2015	https://medium.com/@elgehelge/the-5-most-important-python-data-science-advancements-of-2015-a136482da89b#.tpxagwdl4
100 Data Science in Python Interview Questions and Answers	https://www.dezyre.com/article/100-data-science-in-python-interview-questions-and-answers/188
Time Series Analysis using iPython	http://bicorner.com/2015/11/16/time-series-analysis-using-ipython/
A Complete Tutorial to Learn Data Science with Python from Scratch	http://www.analyticsvidhya.com/blog/2016/01/complete-tutorial-learn-data-science-python-scratch-2/
Python NLTK Tools List for Natural Language Processing (NLP)	http://www.datasciencecentral.com/profiles/blogs/python-nlp-tools
The Definitive Guide to Natural Language Processing	https://blog.monkeylearn.com/the-definitive-guide-to-natural-language-processing/
Primeiros passos com Data Science	http://www.lerrua.com/blog/2016/03/08/primeiros-passos-com-data-science/
A Visual Introduction to Machine Learning	http://www.r2d3.us/visual-intro-to-machine-learning-part-1/
The Evolution of Python for Data Science	http://www.dataversity.net/the-evolution-of-python-for-data-science/
Mapping earthquakes in Python 3.x using matplotlib and matplotlib's basemap	https://gist.github.com/dannguyen/eb1c4e70565d8cb82d63
	https://github.com/alephmelo/python-way#natural-language-toolkit
Analyzing Text with the Natural Language Toolkit	http://www.nltk.org/book/
Dive Into NLTK, Part I: Getting Started with NLTK	http://textminingonline.com/dive-into-nltk-part-i-getting-started-with-nltk
NLTK in 20 Minutes	http://www.slideshare.net/japerk/nltk-in-20-minutes
	https://github.com/alephmelo/python-way#redshift
Introduction to Python UDFs in Amazon Redshift	https://blogs.aws.amazon.com/bigdata/post/Tx1IHV1G67CY53T/Introduction-to-Python-UDFs-in-Amazon-Redshift
Python Language Support for UDFs	http://docs.aws.amazon.com/redshift/latest/dg/udf-python-language-support.html
Redshift User Defined Functions in Python	https://www.periscopedata.com/blog/redshift-user-defined-functions-python.html
	https://github.com/alephmelo/python-way#csv
Using the CSV module in Python	http://www.pythonforbeginners.com/systems-programming/using-the-csv-module-in-python/
Python Docs.: CSV	https://docs.python.org/2/library/csv.html
Pandas for Data Analysis	https://pythonprogramming.net/python-pandas-data-analysis/
Intro to Pandas Data Structures	http://www.gregreda.com/2013/10/26/intro-to-pandas-data-structures/
	https://github.com/alephmelo/python-way#pandas
Tutorials	http://pandas.pydata.org/pandas-docs/stable/tutorials.html
10 Minutes to pandas	http://pandas.pydata.org/pandas-docs/stable/10min.html#min
Easier Data Analysis with Pandas (video series)	http://www.dataschool.io/easier-data-analysis-with-pandas/
	https://github.com/alephmelo/python-way#pylearn2
	https://github.com/alephmelo/python-way#sckit-learn
Machine Learning in Python	http://www.scipy-lectures.org/advanced/scikit-learn/index.html
A Gentle Introduction to Scikit-Learn: A Python Machine Learning Library	http://machinelearningmastery.com/a-gentle-introduction-to-scikit-learn-a-python-machine-learning-library/
	https://github.com/alephmelo/python-way#pymc
	https://github.com/alephmelo/python-way#theano
Tutorial	http://deeplearning.net/software/theano/tutorial/
	https://github.com/alephmelo/python-way#statsmodels
	https://github.com/alephmelo/python-way#web
Django vs Flask vs Pyramid: Choosing a Python Web Framework	https://www.airpair.com/python/posts/django-flask-pyramid
A side-by-side Comparison of Django and Moya	https://www.willmcgugan.com/blog/tech/post/django-comparison/
Python, Ruby, and Golang: A Web Service Application Comparison	https://realpython.com/blog/python/python-ruby-and-golang-a-web-Service-application-comparison/
iOS and Web Browser Video Calls with Python and Swift	https://www.twilio.com/blog/2016/02/ios-and-web-browser-video-calls-with-python-and-swift-2.html
5 wicked-fast Python frameworks you have to try	http://www.infoworld.com/article/3133854/application-development/5-wicked-fast-python-frameworks-you-have-to-try.html
Python 3, Flask & Gunicorn on Ubuntu	https://www.fullstackpython.com/blog/python-3-flask-green-unicorn-ubuntu-1604-xenial-xerus.html
	https://github.com/alephmelo/python-way#http
Create a Simple Python Web Scraper to Get Pricing Data	http://robertwdempsey.com/simple-python-web-scraper-get-pricing-data/
Scrapy Tips from the Pros: Part 1	https://blog.scrapinghub.com/2016/01/19/scrapy-tips-from-the-pros-part-1/
Best Practices for Designing a Pragmatic RESTful API	http://www.vinaysahni.com/best-practices-for-a-pragmatic-restful-api
	https://github.com/alephmelo/python-way#django
Web Development with Python and Django (2015)	https://speakerdeck.com/mpirnat/web-development-with-python-and-django-2015
Django Development with Docker Compose and Machine	https://realpython.com/blog/python/django-development-with-docker-compose-and-machine/
Building a better user experience for deploying Python web applications	http://blog.dscpl.com.au/2016/02/building-better-user-experience-for.html
How To Use Elasticsearch With Python and Django Part 1	https://qbox.io/blog/how-to-elasticsearch-python-django-part1
How To Use Elasticsearch With Python and Django Part 2	https://qbox.io/blog/elasticsearch-python-django-database
Finally, Real-Time Django Is Here: Get Started with Django Channels	https://blog.heroku.com/archives/2016/3/17/in_deep_with_django_channels_the_future_of_real_time_apps_in_django
City Chat with Python, Django and Twilio IP Messaging	https://www.twilio.com/blog/2015/12/city-chat-with-python-django-and-twilio-ip-messaging.html
	https://github.com/alephmelo/python-way#pyramid
Pyramid Quickstart Tutorial	http://docs.pylonsproject.org/projects/pyramid/en/latest/quick_tutorial/index.html#quick-tutorial
Build a web chat with Pyramid	http://www.ibm.com/developerworks/cloud/library/cl-chatapp-bluemix-app/index.html
	https://github.com/alephmelo/python-way#flask
Flask by Example - Project	https://realpython.com/blog/python/flask-by-example-part-1-project-setup/
Build an API under 30 lines of code with Python and Flask	https://impythonist.wordpress.com/2015/07/12/build-an-api-under-30-lines-of-code-with-python-and-flask/
Building a Database driven RESTFUL API in Python 3 with Flask	http://techarena51.com/index.php/buidling-a-database-driven-restful-json-api-in-python-3-with-flask-flask-restful-and-sqlalchemy/
Designing a RESTful API with Python and Flask	http://blog.miguelgrinberg.com/post/designing-a-restful-api-with-python-and-flask
The Ultimate Flask Front-End	https://realpython.com/blog/python/the-ultimate-flask-front-end/
A beginner's guide to building a simple database-backed Flask website on PythonAnywhere	http://blog.pythonanywhere.com/121/
Episode #48: Building Flask-based Web Apps	https://talkpython.fm/episodes/show/48/building-flask-based-web-apps
How to Build an Events Database Using the ParseHub API, Python & Flask	http://www.programmableweb.com/news/how-to-build-events-database-using-parsehub-api-python-flask/how-to/2015/08/25
	https://github.com/alephmelo/python-way#bottle
Bottle Official Tutorial	http://bottlepy.org/docs/dev/tutorial.html
	https://github.com/alephmelo/python-way#web2py
	https://github.com/alephmelo/python-way#database
	https://github.com/alephmelo/python-way#dbapi
	https://github.com/alephmelo/python-way#django-orm
Django Girls: Intro to Django ORM	https://tutorial.djangogirls.org/en/django_orm/
	https://github.com/alephmelo/python-way#sqlalchemy
Introductory Tutorial of Python’s SQLAlchemy	http://pythoncentral.io/introductory-tutorial-python-sqlalchemy/
	https://github.com/alephmelo/python-way#alembic
Official Tutorial	http://alembic.zzzcomputing.com/en/latest/tutorial.html
	https://github.com/alephmelo/python-way#data-visualization
Cheat sheet: Data Visualisation in Python	http://www.analyticsvidhya.com/blog/2015/06/data-visualization-in-python-cheat-sheet/
MLDemos is an open-source visualization tool for machine learning algorithms	http://mldemos.epfl.ch/
	https://github.com/alephmelo/python-way#bokeh
Python Data Visualization: Bokeh Cheat Sheet	https://www.datacamp.com/community/blog/bokeh-cheat-sheet-python
	https://github.com/alephmelo/python-way#matplot-lib
Beginner's Guide	https://matplotlib.org/users/beginner.html
	https://github.com/alephmelo/python-way#seaborn
	https://github.com/alephmelo/python-way#mpld3
	https://github.com/alephmelo/python-way#scientific
	https://github.com/alephmelo/python-way#numpy
	https://github.com/alephmelo/python-way#scipy
	https://github.com/alephmelo/python-way#packaging
How We Deploy Python Code	https://nylas.com/blog/packaging-deploying-python
	https://github.com/alephmelo/python-way#setuppy
	https://github.com/alephmelo/python-way#wheel
	https://github.com/alephmelo/python-way#pip
	https://github.com/alephmelo/python-way#pypi
	https://github.com/alephmelo/python-way#documentation
	https://github.com/alephmelo/python-way#restructured-text
	https://github.com/alephmelo/python-way#sphinx
Getting Started with Sphinx	http://www.sphinx-doc.org/en/1.4.8/tutorial.html
	https://github.com/alephmelo/python-way#readthedocs
	https://github.com/alephmelo/python-way#gui
	https://github.com/alephmelo/python-way#pygame
PyGame - a Primer	https://realpython.com/blog/python/pygame-a-primer/
Space Shooter Project	https://github.com/prodicus/spaceShooter
	https://github.com/alephmelo/python-way#kivy
Python GUI with Kivy	https://medium.com/talk-like/python-gui-with-kivy-an-introduction-83ab35e30fc6
Kivy with Python tutorial for Mobile Application	https://pythonprogramming.net/kivy-application-development-tutorial/
	https://github.com/alephmelo/python-way#pyside
	https://github.com/alephmelo/python-way#pyqt
Create a GUI Application Using Qt and Python in Minutes: Example Web Browser	http://www.digitalpeer.com/blog/create-a-gui-application-using-qt-and-python-in-minutes-example-web-browser
	https://github.com/alephmelo/python-way#community
Beginner-friendly Python Open Source Projects	https://gist.github.com/ossanna16/330f45fe37d6150138bd
Best Python Resources	http://www.fullstackpython.com/best-python-resources.html?utm_content=bufferc1b6f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
PEP about diversity in pythonist communities	https://github.com/yamila-moreno/pepa
Do Your Slides At The Last Minute: 8 Steps To Writing Your Con Talk	https://emptysqua.re/blog/how-i-write-a-conference-talk/
The Remote Manifesto	https://about.gitlab.com/2015/04/08/the-remote-manifesto/
Entry Level Quiz for Python Developers	http://www.techbeamers.com/entry-level-quiz-for-python-developers/
PEP 8 — the Style Guide for Python Code	http://pep8.org/
Python Exercises	https://www.ynonperek.com/2017/09/21/python-exercises/
Contributing to Python open-source Projects	https://dbader.org/blog/python-open-source-contributing
python	https://github.com/topics/python
tutorial	https://github.com/topics/tutorial
full-stack	https://github.com/topics/full-stack
developer-experience	https://github.com/topics/developer-experience
Readme	https://github.com/alephmelo/python-way#readme-ov-file
Please reload this page	https://github.com/alephmelo/python-way
Activity	https://github.com/alephmelo/python-way/activity
73 stars	https://github.com/alephmelo/python-way/stargazers
14 watching	https://github.com/alephmelo/python-way/watchers
8 forks	https://github.com/alephmelo/python-way/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Falephmelo%2Fpython-way&report=alephmelo+%28user%29
Releases	https://github.com/alephmelo/python-way/releases
Packages 0	https://github.com/users/alephmelo/packages?repo_name=python-way
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Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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