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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://djangostars.com/blog/the-python-celery-cookbook-small-tool-big-possibilities/
Software Development Blog & IT Tech Insights | Django Stars
The Python Celery Cookbook: Small Tool, Big Possibilities
Most developers are familiar with Celery, but not everyone knows the possibilities this tool opens up. Use the Celery Cookbook to find out how to efficiently organize your work with Celery queues and task groups.
Python drawer
https://medium.com/hackernoon/has-the-python-gil-been-slain-9440d28fa93d
Medium
Has the Python GIL been slain?
In early 2003, Intel launched the new Pentium 4 “HT” processor. This processor was clocked at 3 GHz and had “Hyper-Threading” Technology.
Python drawer
https://realpython.com/build-recommendation-engine-collaborative-filtering/
Realpython
Build a Recommendation Engine With Collaborative Filtering – Real Python
In this tutorial, you'll learn about collaborative filtering, which is one of the most common approaches for building recommender systems. You'll cover the various types of algorithms that fall under this category and see how to implement them in Python.
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https://boredhacking.com/tor-webscraping-proxy/
Boredhacking
Avoiding Webscraping Throttling Using Python and Tor as a Proxy
In order to hide your IP address and to try and limit throttling when web scraping, it might be a good idea to use a proxy such as Tor. This post describes how to use Python based web scraping tools and Tor to hide yourself when scraping websites for data.…
Python drawer
https://instagram-engineering.com/adaptive-process-and-memory-management-for-python-web-servers-15b0c410a043
Medium
Adaptive process and memory management for Python web servers
At Instagram, process and memory management is a frequent point of consideration in building large-scale, distributed, fault-tolerant…
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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…
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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.
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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
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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…
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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
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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
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https://www.madmode.com/2019/python-eng.html
Madmode
MadMode: Practical production python scripts | Home
MadMode by Dan Connolly