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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://medium.com/@alexgolec/introducing-google-interview-questions-deconstructed-a012e41ea631
Medium
Introducing: Google Interview Questions Deconstructed
This is the first of a series of posts on preparing for and understanding interviews at big tech companies, drawing from my experience…
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://ruslanspivak.com/lsbasi-part17/
Ruslan's Blog
Let’s Build A Simple Interpreter. Part 17: Call Stack and Activation Records
You may have to fight a battle more than once to win it. - Margaret Thatcher
Python drawer
https://m.youtube.com/playlist?list=PLBGl1tVyiWQQN4evxZ4Tuo-cGVFFTewJH
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://nickjanetakis.com/blog/4-use-cases-for-when-to-use-celery-in-a-flask-application
Nick Janetakis
4 Use Cases for When to Use Celery in a Flask Application
Celery helps you run code asynchronously or on a periodic schedule which are very common things you'd want to do in most web projects.
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://m.youtube.com/watch?v=0emj42Bn-_Y
YouTube
Understanding Simple Perlin Noise - Generating Islands
The colors ended up a little wonky, but this is a quick look at using Perlin Noise to simulate elevation and create your own islands! If you wanted to expand...
Python drawer
https://pbpython.com/pandas-excel-tabs.html
Pbpython
Combine Multiple Excel Worksheets Into a Single Pandas Dataframe
This article describes how to use pandas to read in multiple Excel tabs and combine into a single dataframe.
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.agiliq.com/blog/2019/08/getting-started-with-python-graphene/
Agiliq
Getting started with Python graphene
How to write GraphQL compliant apis with Python
Python drawer
https://deepsource.io/blog/python-positional-only-arguments/
Python drawer
https://medium.com/firebase-developers/hosting-flask-servers-on-firebase-from-scratch-c97cfb204579
Medium
Hosting Flask servers on Firebase from scratch
Firebase Hosting is more than static files. Learn how to set up dynamic server code in combination with Firebase Hosting’s CDN…
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https://sobolevn.me/2019/08/typechecking-django-and-drf
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https://medium.com/@stevenrouk/the-art-of-problem-solving-one-line-matrix-multiplication-list-comprehension-in-python-f65fbe01d1a9
Medium
The Art of Problem Solving: One Line Matrix Multiplication List Comprehension in Python
How do you approach solving thorny problems? In this post, I’ll take you through the process of solving an interesting Python puzzle.
Python drawer
https://blog.owulveryck.info/2019/08/16/a-simple-face-detection-utility-from-python-to-go.html
blog.owulveryck.info
A simple face detection utility from Python to Go
This post describes how to build a face detection tool with a neural network. The full conception is described, from the design to the implementation.
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://m.youtube.com/watch?v=ZBLYcvPl1MA
YouTube
One Day Builds: Automatic time tracking using Python
One Day Builds: Automating my time tracking using Python Artificial intelligence podcast episode: https://www.youtube.com/watch?v=Gi8LUnhP5yU Github repo: ht...
Python drawer
https://interrupt.memfault.com/blog/building-a-cli-for-firmware-projects
Interrupt
Building a CLI for Firmware Projects using Invoke
A walkthrough on how to build a command line interface (CLI) for a firmware project using the Python Invoke package.
Python drawer
https://www.dataquest.io/blog/pandas-python-tutorial/
Dataquest
Python and Pandas Tutorial: Analyzing Video Game Data
Pandas is a Python library that can make data analysis much simpler. In this tutorial, we'll use Python and pandas to analyze video game data.