End-to-end tinyML audio classification with the Raspberry Pi RP2040

In this article, we will demonstrate how an Arm Cortex-M based microcontroller can be used for local on-device ML to detect audio events from its surrounding environment. This is a tutorial-style article, and we’ll guide you through training a TensorFlow based audio classification model to detect a fire alarm sound.

https://blog.tensorflow.org/2021/09/TinyML-Audio-for-everyone.html

Create a Stunning PDF Flyer in Python with borb

In this guide, we'll create a beautiful stylized PDF flyer using nothing but Python and borb - a pure-Python library for working with PDF documents.

https://stackabuse.com/create-a-stunning-pdf-flyer-in-python-with-borb/

Looking at notebooks from a new perspective

How to better communicate with Jupyter notebooks.

https://blog.jupyter.org/looking-at-notebooks-from-a-new-perspective-bfd06797f188

litemark

Lightweight Markdown dialect for Python desktop apps.

https://github.com/pyrustic/litemark

How SQL Injection attack works

A funny story where the author found a SQL Injection vulnerability in an IBM service, also how it works, how to explore it using Python and Flask.

https://blog.guilatrova.dev/how-sql-injection-attack-works-with-examples/

OpenPrompt

An Open-Source Framework for Prompt-learning.

https://github.com/thunlp/OpenPrompt

Why you can’t switch to Python 3.10 just yet

Python 3.10 is out now — when should you start using it?

https://pythonspeed.com/articles/switch-python-3.10/

Analysis of Runing Activities from Garmin Watch Using Python

Analysis of Running Activities from Garmin Watch Using PythonDiscover your running patternsDuring ...

https://towardsdatascience.com/analysis-of-runing-activities-from-garmin-watch-using-python-99609f83314e

lazy-table

A python-tabulate wrapper for producing tables from generators.

https://github.com/parsiad/lazy-table

What's great about Python 3.10?

What changed in Python 3.10 and which of those changes matter for you?

I’ve spent this week ...

https://treyhunner.com/2021/10/whats-great-about-python-3-dot-10/

Runtype

Utilities for run-time type validation and multiple dispatch.

https://github.com/erezsh/runtype

Mastering Structural Pattern Matching

Learn how to use Python 3.10’s new Structural Pattern Matching feature, and why Python would suddenly adopt a complex feature usually reserved for functional programming languages.

https://www.inspiredpython.com/course/pattern-matching/mastering-structural-pattern-matching

TensorFlow for Computer Vision - Full Tutorial for Beginners

Learn how to use TensorFlow 2 for computer vision in this complete course. The course shows you how to create two computer vision projects. The first involves an image classification model with a prepared dataset. The second is a more real-world problem where you will have to clean and prepare a dataset before using it.

https://www.youtube.com/watch?v=cPmjQ9V6Hbk

Python 3.10.0

Python 3.10.0 is the newest major release of the Python programming language, and it contains many new features and optimizations.

https://www.python.org/downloads/release/python-3100/

Streamlit 1.0

Streamlit used to be the simplest way to write data apps. Now it's the most powerful.

https://blog.streamlit.io/announcing-streamlit-1-0/

OpenCV Contour Approximation

In this tutorial, we’ll learn about a step-by-step implementation and utilization of OpenCV’s ...

https://www.pyimagesearch.com/2021/10/06/opencv-contour-approximation/