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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://blog.datasciencedojo.com/machine-learning-algorithms/
Data Science Dojo
101 machine learning algorithms for data science with cheat sheets | Data Science Dojo
Your one-stop shop for machine learning algorithms. These 101 algorithms are equipped with cheat sheets, tutorials, and explanations.
Python drawer
https://stackabuse.com/minimax-and-alpha-beta-pruning-in-python/
Stack Abuse
Minimax with Alpha-Beta Pruning in Python
Way back in the late 1920s John Von Neumann established the main problem in game theory that has remained relevant still today: Players s1, s2, ..., sn are pl...
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https://sobolevn.me/2019/08/typechecking-django-and-drf
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https://azure.microsoft.com/en-us/blog/announcing-the-general-availability-of-python-support-in-azure-functions/
Microsoft
Announcing the general availability of Python support in Azure Func...
Python support for Azure Functions is now generally available and ready to host your production workloads across data science and machine learning, automated resource management, and more.
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https://python-patterns.guide/gang-of-four/singleton/
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https://medium.com/better-programming/a-beginners-guide-to-the-google-gmail-api-and-its-documentation-c73495deff08
Medium
A Beginner’s Guide to the Gmail API and Its Documentation
Let’s build some cool stuff on top of Gmail!
Python drawer
https://medium.com/faun/a-gentle-introduction-to-kubernetes-4961e443ba26
Medium
A Gentle Introduction to Kubernetes
In this story, we’re going to use learn how to deploy Kubernetes services and Ambassador API gateway. We are going to examine the…
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https://instagram-engineering.com/static-analysis-at-scale-an-instagram-story-8f498ab71a0c
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https://www.daolf.com/posts/web-scraping-101-python/
Daolf
🐍
Web Scraping 101 with Python
In this post, which can be read as a follow up to our ultimate web scraping guide, we will cover almost all the tools Python offers you to web scrape. We will go from the more basic to the most advanced one and will cover the pros and cons of each. Of course…
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https://www.freecodecamp.org/news/20-lines-of-python-code-get-notified-by-sms-when-your-favorite-team-scores-a-goal/
freeCodeCamp.org
A Python project in 30 lines of code: how to set up an SMS notification when your favorite Twitcher is streaming
Hi everyone :) Today I am beginning a new series of posts specifically aimed at Python beginners. The concept is rather simple: I'll do a fun project, in as few lines of code as possible, and will try out as many new tools as possible. For example, today…
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https://www.pyimagesearch.com/2019/08/19/simple-scene-boundary-shot-transition-detection-with-opencv/
PyImageSearch
Simple Scene Boundary/Shot Transition Detection with OpenCV - PyImageSearch
In this tutorial, you will learn how to implement a simple scene boundary and shot transition detector with OpenCV and Python.
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https://findwork.dev/blog/optimizing-postgres-full-text-search-django/
findwork.dev
Optimizing Postgres full text search in Django
Django's full-text search is slow out of the box. This post shows your how to optimize your queries so that they can compete with Usain Bolt.
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https://www.youtube.com/playlist?list=PLLRM7ROnmA9Hp8j_1NRCK6pNVFfSf4G7a =
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https://www.marsja.se/easiest-data-cleaning-method-using-python-pandas-pyjanitor/
Erik Marsja
The Easiest Data Cleaning Method using Python & Pandas
Learn the easiest method to clean your data using Pandas, & Pyjanitor: 1) add columns, 2) remove missing data and empty columns, 3) clean column names
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https://techblog.commercetools.com/reverse-image-search-with-machine-learning-92786a07c142
Medium
Reverse Image Search with Machine Learning
How can we extract actionable meaning from image data?
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https://www.youtube.com/watch?v=LCNMfTFk3ks
YouTube
Learn To Build a RESTful Server in Python 3 in 3 minutes with no third-party libraries
In this Python 3 tutorial we'll be learning how to build a simple REST-like interface in Python in only 3 minutes. You'll be introduced to the Python WSGI standard (PEP 3333) and have a better idea of how the web frameworks you rely on are working under the…
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https://blog.rapidapi.com/how-to-build-an-api-in-python/
Last Call - RapidAPI Blog
How to Build an API in Python (with Flask & RapidAPI) - Last Call - RapidAPI Blog
If you are reading this article, you are probably familiar with the possibilities that open up when you use an API (Application Programming Interface). By using one of the many public APIs out there, you can expand the functionality of your application or…
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https://realpython.com/effective-python-environment/
Realpython
An Effective Python Environment: Making Yourself at Home – Real Python
This guide will walk you through the decisions you need to make when customizing your development environment for working with Python.
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https://instagram-engineering.com/static-analysis-at-scale-an-instagram-story-8f498ab71a0c
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https://pythonspeed.com/articles/custom-python-profiler/
Python⇒Speed
Not just CPU: writing custom profilers for Python
Sometimes existing Python profilers aren’t enough: you need to measure something unusual. Learn how to write your own cProfile-based custom profiler.