Python drawer
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A collection of curated Python resources from trustworthy sources.
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Python drawer
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Python drawer
https://adamj.eu/tech/2019/07/15/djangos-test-case-classes-and-a-three-times-speed-up/
Python drawer
https://cloud.google.com/blog/products/ai-machine-learning/how-to-serve-deep-learning-models-using-tensorflow-2-0-with-cloud-functions
Google Cloud Blog
How to serve deep learning models using TensorFlow 2.0 with Cloud Functions | Google Cloud Blog
Learn how to run inference on Cloud Functions using TensorFlow 2.0.
Python drawer
https://www.marsja.se/python-data-visualization-techniques-you-should-learn-seaborn/
Erik Marsja
9 Data Visualization Techniques You Should Learn in Python - Erik Marsja
In this Python data visualization tutorial we will learn how to create 9 different plots using Python Seaborn. More precisely we have used Python to create a scatter plot, histogram, bar plot, time series plot, box plot, heat map, correlogram, violin plot…
Python drawer
https://www.dataschool.io/python-pandas-tricks/
Data School
Data School's Top 25 Pandas Tricks (video)
Work faster, write better pandas code, and impress your friends! These are the most useful tricks I've learned from 5 years of teaching Python's pandas library.
Python drawer
https://www.makeartwithpython.com/blog/dab-and-tpose-controlled-lights/
Make Art with Python
Building Dab and T-Pose Controlled Lights
Training a neural network to control lights through dance
Python drawer
https://blog.floydhub.com/web-scraping-with-python/
FloydHub Blog
DIY Data: Web Scraping with Python and BeautifulSoup
Getting sufficient clean, reliable data is one of the hardest parts of data science. Web scraping automates the process of visiting web pages, downloading the data, and cleaning the results. With this technique, we can create new datasets from a large compendium…
Python drawer
https://lwn.net/SubscriberLink/793818/0c6f9dd271021cd4/
lwn.net
What's coming in Python 3.8
The Python 3.8 beta cycle is already underway, with Python 3.8.0b1
released on June 4, followed by the second beta
on July 4. That means that Python 3.8 is feature complete at
this point, which makes it a good time to see what will be part of it when
the…
Python drawer
https://www.dataquest.io/blog/tutorial-advanced-for-loops-python-pandas/
Dataquest
Tutorial: Advanced Python for Loops – Dataquest
If you've already got the basics of iterating through lists, learn to use advanced Python for loops in pandas, numpy, and more!
Python drawer
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https://medium.com/python4you/ranking-capitals-by-the-number-of-starbucks-2f4080680267
Medium
Ranking capitals by the number of Starbucks using Python and Google Maps API
Using Google Maps API and Python to count the number of Starbucks in the capitals
Python drawer
https://deepsource.io/blog/python-common-mistakes/
Deepsource
Common beginner mistakes in Python - DeepSource
Python's ease of use has contributed to its popularity and growth. We've put together a list of common mistakes that beginners can make when coding in Python.
Python drawer
https://mtyurt.net/post/2019/multipage-pdf-to-jpeg-image-in-python.html
mtyurt.net
Multipage PDF to JPEG Image Conversion in Python
A short blogpost explaining how to convert multi-page pdfs to a jpeg image
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http://www.codedrome.com/estimating-pi-in-python/
Codedrome
Estimating Pi in Python
Pi is an irrational number starting off 3.14159 and then carrying on for an infinite
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https://docs.quantifiedcode.com/python-anti-patterns/
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https://towardsdatascience.com/extensive-python-testing-on-travis-ci-4c24db9bf961
Medium
Extensive Python testing on Travis CI
Testing open-source Python on several operating systems
Python drawer
https://www.madmode.com/2019/python-eng.html
Madmode
MadMode: Practical production python scripts | Home
MadMode by Dan Connolly
Python drawer
https://ruslanspivak.com/lsbasi-part16/
Ruslan's Blog
Let’s Build A Simple Interpreter. Part 16: Recognizing Procedure Calls
Learning is like rowing upstream: not to advance is to drop back. — Chinese proverb
Python drawer
https://pythonspeed.com/articles/schema-migrations-server-startup/
Python⇒Speed
Decoupling database migrations from server startup: why and how
Migrating your database schema when your application’s Docker container starts up? Here’s some reasons to rethink that choice.
Python drawer
https://vincent.bernat.ch/en/blog/2019-sustainable-python-script
vincent.bernat.ch
Writing sustainable Python scripts
A standalone Python script can come with a discoverable interface a documentation and some tests to keep it useful a year later.
Python drawer
https://www.pythonpodcast.com/python-potential-black-swans-episode-221/
The Python Podcast.__init__
The Python Podcast.__init__: Protecting The Future Of Python By Hunting Black Swans
An interview about identifying areas of weakness in the Python ecosystem and how to address them in the interest of the future for the language and its community