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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://realpython.com/courses/python-lambda-functions/
Realpython
Using Python Lambda Functions – Real Python
In this step-by-step course, you'll learn about Python lambda functions. You'll see how they compare with regular functions and how you can use them in accordance with best practices.
Python drawer
https://www.mattlayman.com/blog/2019/starlette-mock-service/
Matt Layman
Quick and dirty mock service with Starlette
Have you ever needed to mock out a third party service for use in a large testing environment? I recently did, and I used Starlette, a new async Python web framework, to do it. See what Starlette offers!
Python drawer
https://medium.com/@jan_5421/insider-trading-visualised-with-python-sec-api-io-5f12a7799b3e
Medium
Insider trading visualised with Python & sec-api.io
Reed Hastings (CEO, Netflix) sold $15M of his shares 2 days before a class action lawsuit hit the company and the stock crashed
Python drawer
https://realpython.com/openpyxl-excel-spreadsheets-python/
Realpython
A Guide to Excel Spreadsheets in Python With openpyxl – Real Python
In this step-by-step tutorial, you'll learn how to handle spreadsheets in Python using the openpyxl package. You'll learn how to manipulate Excel spreadsheets, extract information from spreadsheets, create simple or more complex spreadsheets, including adding…
Python drawer
https://kite.com/blog/python/smote-python-imbalanced-learn-for-oversampling/
Code Faster with Kite
Handling Imbalanced Datasets with SMOTE in Python
Use SMOTE and the Python package, imbalanced-learn, to bring harmony to an imbalanced dataset.
Python drawer
https://www.pyimagesearch.com/2019/08/26/building-an-image-hashing-search-engine-with-vp-trees-and-opencv/
PyImageSearch
Building an Image Hashing Search Engine with VP-Trees and OpenCV - PyImageSearch
In this tutorial, you will learn how to build a scalable image hashing search engine using OpenCV, Python, and VP-Trees.
Python drawer
https://medium.com/the-computer-engineer-weekly-code-challenge/ive-been-working-as-a-software-developer-for-almost-two-years-now-dealing-with-big-frameworks-5b35d0784943
Medium
What’s up with Gunicorn
Gunicorn
Python drawer
https://medium.com/@gvanrossum_83706/left-recursive-peg-grammars-65dab3c580e1
Medium
Left-recursive PEG Grammars
I’ve alluded to left-recursion as a stumbling block a few times, and it’s time to tackle it. The basic problem is that with a recursive…
Python drawer
https://testdriven.io/blog/deploying-django-to-digitalocean-with-docker-and-gitlab/?utm_source=realpython
testdriven.io
Continuously Deploying Django to DigitalOcean with Docker and GitLab
In this tutorial, we'll look at how to configure GitLab CI to continuously deploy a Django and Docker application to DigitalOcean.
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...
Python drawer
https://sobolevn.me/2019/08/typechecking-django-and-drf
Python drawer
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.
Python drawer
https://python-patterns.guide/gang-of-four/singleton/
Python drawer
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
Python drawer
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…
Python drawer
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…
Python drawer
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.