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Python Weekly

Welcome to issue 510 of Python Weekly. Let's get straight to the links this week.

Complete Python 3 Ethical Hacking: Beginner To Advanced!
In This Complete Python 3 Ethical Hacking Course You Will Learn To Code 10+ Penetration Testing Tools From Scratch!

Articles, Tutorials and Talks

The Baked Data architectural pattern
Baked Data pattern provides many of the advantages of static site generators while avoiding most of their limitations. With Baked Data, the data is deployed as part of the application bundle. Any time the content changes, a fresh copy of the site is deployed that includes those updates. It is suitable for many content-oriented sites that update their content at most a few times a day. Consider blogs, documentation sites, project websites—anything where content is edited by a small group of authors.

Moment of Inertia For ANY 3D Object In Python

Learn how to find the moment of inertia for 3D objects in two different ways. The first technique defines a 3D object mathematically and evaluates integrals to get the moment of inertia tensor. The second technique loads the coordinates of a general 3D object and evaluates the tensor that way.

A Natural Language Processing (NLP) Primer
Overview of common NLP tasks using Python.

Introducing Triton: Open-Source GPU Programming for Neural Networks
Triton is an open-source Python-like programming language which enables researchers with no CUDA experience to write highly efficient GPU code—most of the time on par with what an expert would be able to produce. Triton makes it possible to reach peak hardware performance with relatively little effort.

Saving memory with Pandas 1.3’s new string dtype
With Pandas 1.3, there’s a new option that can save memory on a large number of strings as well, simply by changing to a new column type. Let’s see how.

The Unknown Features of Python’s Operator Module
Make your code faster, concise, more readable and more functional with help of Python’s little known operator module.

Python PDF Handling Tutorial
In this tutorial, learn how to do various operations like: Extracting and Adding Pages, Texts, Images, Tables, Watermark and much more on a PDF file using Python.

How to Make a Twitter Bot in Python using Tweepy
A reply-to-mention Twitter bot that can reply to every tweet where it got mentioned with a specific keyword with an auto-generated image

Python's Import System

This video explains details of Python's import system (import protocol) involving modules and packages (regular and namespace packages).

Building CLIs in Python with Click
In this guide, you will learn how to create your own command line interfaces that can pass context, with commands that can take mandatory or optional arguments, and nested commands.

Demystifying boto3
How to Use Any AWS Service with Python.

Testing the diff
Good unit tests laser focus on the smallest possible scope and are crafted to isolate the functionality from as much external interference as possible. In this post we show how a seemingly harmless test might be misleading and not be actually capturing what you expect. We then show how to improve it by "testing the diff".

Comical Data Visualization in Python Using Matplotlib
How to make comical visualizations in Matplotlib? Explained using a Netflix Movie and TV Show dataset.

Efficient Pagination in Django and Postgres
This article will help you understand Django’s pagination limitations and offer three alternative methods that will improve your application’s performance. Along the way, you’ll see the tradeoffs and use cases for each method so you can decide which is the best fit for your application.

Playing around with streamlit dashboards

Moving SciPy to the Meson build system

How to Create a Price Comparison Tool With Python BeautifulSoup

Books

A Day in Code- Python
Learn Python basics quickly- while enjoying a beautifully illustrated picture book!

Interesting Projects, Tools and Libraries

BirdNET
The Easiest Way To Identify Birds By Sound.

CudaText
A cross-platform text editor. It starts quite fast: ~0.3 sec with ~30 plugins, on Linux on CPU Intel Core i3 3GHz. It is extensible by Python add-ons: plugins, linters, code tree parsers, external tools.

radio-active
Play more than 30K radio stations from your terminal.

CodeFlare
CodeFlare is a framework to simplify the integration, scaling and acceleration of complex multi-step analytics and machine learning pipelines on the cloud.

borb
borb is a library for reading, creating and manipulating PDF files in python.

recipys
Get recipes instantly with this CLI tool. Choose specific meals or ingredients to cater to your appetite!

SQLGlot
Python SQL Parser and Transpiler.

backgroundremover
Remove Background from Video and Images with a simple command line interface.

Upcoming Events and Webinars

Virtual: PyOhio 2021
It is free to attend and welcomes anyone with an interest in Python. Content ranges from beginner to advanced and is intended to be relevant to all types of Python users: students, software professionals, scientists, hobbyists, and anyone looking to learn more.

Virtual: PyData Edinburgh July 2021
There will be a talk, Machine Learning and its Potential to Improve Epilepsy Diagnosis.

Virtual: DFW Pythoneers July 2021

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Python Weekly - Python Weekly - Issue 510

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