| | Automating Excel File Creation and Distribution With Pandas And Outlook See how a little bit of Python can go a long way to automating manual processes and save businesses valuable time. CHRIS MOFFITT
Tracing the Python GIL Learn how to trace and visualize the GIL, how the GIL affects performance, and how you use this information to write higher performance Python code. MAARTEN BREDDELS
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That XOR Trick Is the exclusive or (XOR) operator something you have in your programming toolit? Learn how it works and how to use it to solve some common interview questions. FLORIAN HARTMANN
Introduction to Sorting Algorithms in Python In this course, you’ll learn all about five different sorting algorithms in Python from both a theoretical and a practical standpoint. You’ll also learn several related and important concepts, including Big O notation and recursion. REAL PYTHON
Write Bad Code to Win a Prize Get a chance of winning a prize by writing code with an error that friendly-traceback can’t properly analyze. AROBERGE.BLOGSPOT.COM
Django 3.2 Alpha 1 Released DJANGO SOFTWARE FOUNDATION
PyCon 2021 Call for Proposals Open Until February 12 PYCON.ORG
Discussions Double Precision Is Different in Different Languages Representing numbers on a computer can be challenging. Understanding how representations get printed is also a challenge! STACK OVERFLOW
Python Changed the Way I Think Has learning to code influenced how you think about other things in your life? REDDIT
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Articles & Tutorials Non-Developers Guide to the Python Programming Language How would you introduce Python to someone who has never coded before and has little technical background? This beginner’s tutorial is written to be accessible by everyone, not just developers. FATIH ERIKLI
Stellar Chart, a Type of Chart to Be on Your Radar Stellar charts are an alternative to radar charts and are useful for showing characteristics of a profile (such as a tennis player’s statistics) in an eye-catching and easy-to-understand way. Learn how to create these charts in Matplotlib so you can add them to your data visualization repertoire. JOÃO PALMEIRO
Automatically Find and Fix Python Vulnerabilities Did you know that 96% of Python vulnerabilities have known fixes? Scan your apps for thousands of Python vulnerabilities in seconds. Fix quickly with one-click fix pull requests. Get started with Snyk to ship your Python apps faster, securely. Sign up for free → SNYK.IOsponsor
Sentiment Analysis: First Steps With Python’s NLTK Library Learn how to work with Python’s Natural Language Toolkit (NLTK) to process and analyze text. You’ll also learn how to perform sentiment analysis with built-in as well as custom classifiers! REAL PYTHON
How to Analyze Volume Profiles With Python Learn how to analyze volume profiles, a tool used in market analysis and algorithmic trading. While the article is focused on trading assets, the statistical analysis is applicable to a wide range of applications. MINH NGUYEN
Best Practices for Orchestrating Python and R Code in ML Projects [2017] The future of data science isn’t Python or R. It’s probably Python and R. Learn about some best practices for integrating both languages in thee same data science project. MARIJA ILIĆ
Spend Less Time Debugging and More Time Building with Scout APM Scout APM uses tracing logic to tie bottlenecks to source code to help developers identify and resolve performance issues at only $39 a month! Start your free 14-day trial today and we’ll donate $5 to the OSS project of your choice when you deploy! SCOUT APMsponsor
Adding Social Authentication to Django Learn how to add social authentication to Django applications using the Django Allauth library. AMAL SHAJI
Python: Update All Packages With pip-review Keeping track of Python dependencies and updates can be tricky. The pip-review tool automates a lot of this process in a convenient command-line interface. STACK ABUSE
Make Your First Python Game: Rock, Paper, Scissors! Learn to program rock paper scissors in Python from scratch. You’ll learn how to take in user input, make the computer choose a random action, determine a winner, and split your code into functions. REAL PYTHON
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 → pip-review: A Tool to Keep Track of Your Python Package Updates GITHUB.COM/JGONGGRIJP
dbt: Transform Their Data Using the Same Practices That Software Engineers Use to Build Applications GITHUB.COM/FISHTOWN-ANALYTICS
locust: Scalable User Load Testing Tool GITHUB.COM/LOCUSTIO
best-of-web-python: Ranked List of Awesome Python Libraries for Web Development GITHUB.COM/ML-TOOLING
caer: High-Performance Computer Vision Library GITHUB.COM/JASMCAUS
pyRAPL: Measure the Python Energy Consumption of Python Code GITHUB.COM/POWERAPI-NG
svm2csr: Fast Rust-Based SVMlight Parser GITHUB.COM/VLAD17
CleverDict: Pythonic Dictionaries, Evolved GITHUB.COM/PFYTHON • Shared by Peter Fison
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