| | | | Package Python Code With pyproject.toml & Listing Files With pathlib
How do you start packaging your code with pyproject.toml? Would you like to join a conversation that gently walks you through setting up your Python projects to share? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder’s Weekly articles and projects.
REAL PYTHON podcast
Who Controls Parallelism? A Disagreement Causing Slowdowns
In complex systems there may be a fight between the parallelism in your code vs the parallelism in the libraries you’re using. This fight can cause things to slow down. This article shows some examples and what you can do about it.
ITAMAR TURNER-TRAURING
Time Series Forecasting Methods
 Time series data runs almost every technology. With this massive amount of data, developers can now better infer what has happened to their data in the past and attempt to predict future values. Read the article to get an overview of time series forecasting methods, and how to validate models →
INFLUXDATAsponsor
Make a Mastodon Bot on AWS Free Tier
This article walks you through everything you need to know to get a Mastodon bot set up in on the AWS Free tier through DynamoDB and AWS Lambdas.
MAT DUGGAN
PyPy v7.3.10 Release
PYPY.ORG
Django Bugfix Release: 4.1.4
DJANGO SOFTWARE FOUNDATION
Python 3.11.1, 3.10.9, 3.9.16, 3.8.16, 3.7.16 Released
CPYTHON DEV BLOG
XtremePython 2022 Online Conference December 27th
XTREMEPYTHON.DEV • Shared by Haim Michael
Discussions
Software Architects: What’s Your Typical Day Look Like?
HACKER NEWS
What Style of import Statement Do You Use?
TWITTER.COM/BBELDERBOS • Shared by Bob Belderbos
Python Jobs
Software Engineer - Weissman Lab
WHITEHEAD INSTITUTE FOR BIOMEDICAL RESEARCH 📍 CAMBRIDGE, MA, USA
More Python Jobs >>>
Articles & Tutorials
I/O Is No Longer the Bottleneck
A common interview question Ben asks candidates is to write a program that counts the frequency of words in a file, as a follow-up question he asks where the bottleneck is in the code. The most common answer, I/O, is not necessarily true on modern hardware. Read on to see the comparisons between Python and GO and where the program actually spends its time.
BEN HOYT
Django Settings Patterns to Avoid
The settings module is key to getting your Django project up and running, storing the info your project needs to run. As with all code, there are both good and bad habits. This article details some of the patterns you should avoid.
ADAM JOHNSON
Find Your Next Tech Job Through Hired
Hired has 1000s of companies, from startups to Fortune 500s, who are hiring developers, data scientists, mobile engineers, and more. Create a profile with your skills and preferences for hiring managers to reach you directly. Sign up today!
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Simplicity Is an Advantage but Sadly Complexity Sells Better
This opinion piece from Eugene Yan discusses why complexity is often touted over simplicity: the effort is more obvious and therefore must be superior. This is a trap in thinking. Eugene makes the tougher argument for simplicity.
EUGENE YAN
Python Basics: Dictionaries
One of the most useful data structures in Python is the dictionary. In this video course, you’ll learn what a dictionary is, how dictionaries differ from lists and tuples, and how to define and use dictionaries in your own code.
REAL PYTHON course
Make Beautiful QR Codes in Python
QR codes don’t have to look ‘industrial’ and they’re trivially easy to create in Python. This article focuses on personal, social, and human applications for the trusty old QR code.
PETE FISON • Shared by Pete Fison
Getting Started With PyTorch 2.0
PyTorch has released a new Getting Started guide with all the info you need to begin your PyTorch 2.0 journey.
PYTORCH.ORG
Projects & Code
Brought to you by Real Python for Teamssponsor
Online Python training created by a community of experts. Give your team the real-world Python skills they need to succeed →
git-bug: Distributed, Offline-First Bug Tracker Embedded in Git
GITHUB.COM/MICHAELMURE
kangas: Explore Multimedia Datasets at Scale
GITHUB.COM/COMET-ML
whitebox: E2E ML Monitoring Platform
GITHUB.COM/SQUAREDEV-IO
takahe: An ActivityPub/Fediverse Server
GITHUB.COM/JOINTAKAHE
NansAreNumbers: An Esoteric Data Type Built on NaNs
GITHUB.COM/THOPPE
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