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News & links about Python programming.
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Invasive procedures: Python affordances for performance measurement

When your Python code is too slow, you need to identify the bottleneck that’s causing it: ...

https://pythonspeed.com/articles/measuring-python-performance/
redframes

A data manipulation library for ML and visualization. It is fully interoperable with pandas, compatible with scikit-learn, and works great with matplotlib!

https://github.com/maxhumber/redframes
How to Build an Audio Intelligence Dashboard with Gradio

Gradio allows you to easily create shareable apps using only Python. Learn how to build a dashboard for Audio Intelligence Analysis in this easy-to-follow tutorial.

https://www.assemblyai.com/blog/how-to-build-an-audio-intelligence-dashboard-with-gradio/
Python 3.14 will be faster than C++

Benchmarking the new and impressive Python 3.11Continue reading on Towards Data Science ...

https://towardsdatascience.com/python-3-14-will-be-faster-than-c-a97edd01d65d
Infrastructure-as-Code: Easy Cloud Deployment In Python

Depending on the technology and type of cloud product you choose, cloud deployment can be intimidating, but it's often not that complex. This video walks you through a couple of fairly simple methods for deploying an application, that don't call for a deep understanding of DevOps and are quick and easy to implement.

https://www.youtube.com/watch?v=YGcd0lAQCl8
Image segmentation

In this article, we will define image segmentation, discover the right metrics to use in these tasks, build an end-to-end pipeline that can be used as a template for handling image segmentation problems, and talk about some useful applications of it.

https://blog.paperspace.com/image-segmentation-using-segmentation_models_pytorch/
5 ways to schedule Jupyter Notebook

Jupyter Notebook is an excellent tool for creating computational documents. There is often a requirement to update the notebook’s results at a selected time interval and publish it to the rest of the team. This post summarizes five different approaches for Jupyter Notebook scheduling.

https://mljar.com/blog/schedule-jupyter-notebook/
How to Build the World's Ugliest Podcast Search Engine with Python

In this post, you'll learn how to search podcast episode transcripts to find words and phrases that were discussed.

https://blog.deepgram.com/podcast-search-engine/
The Definitive Guide to Graph Problems

Do you want to learn how to solve graph problems? Are you preparing for a coding interview? Do you want to polish your problem-solving skills? In this article I will try to answer these questions and more, and you will learn the patterns necessary to deal with these problems.

https://www.giulianopertile.com/blog/the-definitive-guide-to-graph-problems/
Automated Deployment of TensorFlow Models with TensorFlow Serving and GitHub Actions

In this post, we will share how we serve a TensorFlow image classification model as RESTful and gRPC based services with TensorFlow Serving on a Kubernetes (k8s) cluster running on Google Kubernetes Engine (GKE) through a set of GitHub Actions workflow

https://blog.tensorflow.org/2022/09/automated-deployment-of-tensorflow-models-with-tensorflow-serving-and-github-actions.html
utorial: Scrape Google Search Results

One neat little trick it can do is scrape Google search results.

https://www.scrapingdog.com/blog/scrape-google-search-results/