| Getting Machine Learning to Production |
Millions of web apps get deployed to production every day. But machine learning models aren’t web apps. And very few people are talking about deployment. Learn how tools like Streamlit can help take the edge off deploying your machine learning models.
Python Generators 101
In this step-by-step course, you’ll learn about generators and yielding in Python. You’ll create generator functions and generator expressions using multiple Python
yield statements. You’ll also learn how to build data pipelines that take advantage of these Pythonic tools.
REAL PYTHON course
Python Developers Are in Demand on Vettery
Vettery is an online hiring marketplace that’s changing the way people hire and get hired. Ready for a bold career move? Make a free profile, name your salary, and connect with hiring managers from top employers today →
Introducing Pew Research Center’s Python Libraries
The Pew Research Center’s Data Labs team has open sources two Python libraries for wrangling files and cleaning up text documents.
PATRICK VAN KESSEL
Async Python Is Not Faster
Performance optimization is a tricky subject and silver bullets are rare. This article shines a light on some of the common misconceptions around async Python, like “async is always faster.” Related discussion on Hacker News.
New LEGO Mindstorm Robot Kit Supports Python
In Fall 2020, LEGO will release a new Mindstorm Robot Inventor kit that allows children of all ages to build robots out of LEGO and program them with Python.
Django 3.1 Beta 1 Released
“Django 3.1 beta 1 is now available. It represents the second stage in the 3.1 release cycle and is an opportunity for you to try out the changes coming in Django 3.1. Django 3.1 has a potpourri of new features which you can read about in the in-development 3.1 release notes.”
DJANGO SOFTWARE FOUNDATION
Space Science With Python
Explore and analyze the wonders and mysteries of space… with Python!
Does Python Forbid Two Similarly Looking Unicode Identifiers?
𝑓 = 1729. Now
print(f) prints 1729! Excuse me, but I have questions!
How Do You Get the Count for Each Item in a List of Lists?
itertools to the rescue!
git Know What a Python Function/Class Definition Looks Like?
Hint: Regular expressions. Lots of them.
Senior Python Engineer (Remote)
Software Engineer Java, Python (Remote)
PROFESSIONAL SEARCH GROUP (PSG)
Software Developer Python (Remote)
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Articles & Tutorials
Python Keywords: An Introduction
Python keywords make up the fundamental building blocks of any Python program. In this tutorial, you’ll learn the basic syntax and usage for each of Python’s thirty-five keywords so you can write more efficient and readable code.
Debugging Out-Of-Memory Crashes in Python
If your program crashes because it’s out of memory, how do you figure out where the memory issue occurs? The Fil memory profiler can help you out!
The Cloud Python Developers Love
DigitalOcean is the cloud provider that makes it easy for developers to deploy and scale their applications. From Flask and Django apps to JupyterHub Notebook servers, DigitalOcean enables Python developers to focus their energy on creating software →
Making Python Integers Iterable
You can’t loop over an integer in Python… unless you change the source code! Learn how to make integers iterable by altering the CPython source code. Also learn why this is a bad idea.
SettingWithCopyWarning in Pandas: Views vs Copies
In this tutorial, you’ll learn about views and copies in NumPy and Pandas. You’ll see why the SettingWithCopyWarning occurs in Pandas and how to properly write code that avoids it.
Never Forget Your Password With This Python Encryption Algorithm
Share your passwords safely with friends and family, even if you don’t trust a couple of them, just as an ancient and wise king well versed in Python once did.
A Data Engineering Perspective on Go vs. Python
See how Go and Python stack up from the perspective of a data engineer by implementing the Mandelbrot set in both languages.
RSVP for the Python Web Conference (Virtual, June 17–19, 2020)
International experts share best practices for hard web production problems. 40+ talks on Django, Plone, CI/CD, Containers, Serverless, REST APIs, web security, microservices, etc. Join JetBrains and Six Feet Up to discuss what the future holds.
SIX FEET UPsponsor
PDFs in Python and Projects on the Raspberry Pi
Have you wanted to work with PDF files in Python? Maybe you want to extract text, merge and concatenate files, or even create PDFs from scratch. Are you interested in building hardware projects using a Raspberry Pi? Then check out this episode of the Real Python Podcast.
REAL PYTHON podcast
Beware of JSON fields in SQLAlchemy
“PostgreSQL JSON fields are a really convenient way of storing structured data alongside traditional row/column values, but when using them in SQLAlchemy you should be mindful of how changes are detected.”
ADRIÀ MERCADER • Shared by Adrià Mercader
Analyzing Messi and Ronaldo’s Games Using Python and Streamlit
Build an interactive dashboard exploring Messi and Ronaldo’s games during the 2017-18 LaLiga season using Python and Streamlit.
TLDR Newsletter: Byte Sized News for Techies
TLDR is a daily, curated newsletter with links and TLDRs of the most interesting stories in tech, science, and programming.
Introduction to Property-Based Testing in Python
FLORIAN DAHLITZ • Shared by Florian Dahlitz
Projects & Code
MicroscoPy: An Open-Source, Motorized, and Modular Microscope Built Using LEGO Bricks, Arduino, Raspberry Pi and 3D Printing
SpiceyPy: SpiceyPy: A Pythonic Wrapper for the SPICE Toolkit
genetic-drawing: A Genetic Algorithm Toy Project for Drawing
pewtils: General Programming Utilities From Pew Research Center
pewanalytics: Text and Statistics Utilities From Pew Research Center
chalice: Python Serverless Microframework for AWS
dexplot: Simple Plotting Library That Wraps Matplotlib and Integrated With DataFrames
streamlit: The fastest way to build custom ML tools
newtdb: A Python Object-Oriented Database With JSONB-based Access and Search in PostgreSQL