My Most Viewed Medium Stories — (Updated Monthly)

Comparing side-by-side with bubble sort and recurrence functions confirms it — Python 3.11 re-release version is out. I was curious to know what’s new in it. As I opened the changelog, the very first thing I saw captured my attention entirely. Python 3.11 is up to 10–60% faster than Python 3.10. On average, we measured a 1.25x speedup on the standard…

Let Django’s permission system take care of the authorization control — Authentication may prevent outsiders, but we need an authorization flow to control who could see what. Steramlit simplifies one of the grandest difficulties of Data Scientists — Building an app to interact with their machine learning models. It provides a set of declarative methods to create web components. But security…

The only missing piece to make Python a universal programming language is here — Whenever we debate with other devs about the best programming language, we talk about JavaScript and Python for hours. Both are powerful, flexible languages that are dominating the world today. But a dead end to Python is its inability to run on browsers. JavaScript (JS), with the discovery of Node…

Create word clouds in different shapes to convey messages better — Word clouds are a great way to visualize text data. And python makes it easy to create one. In this post, we’ll go over an example of using the Wordcloud library to generate word clouds. If you don’t know what it is, a word cloud visualizes how often words appear…

Build a flexible authentication system around your machine learning web app — Streamlit is an excellent tool for data scientists to convert their work into a web app. In an earlier post, I discussed the basics of creating an app around K-Means clustering. Users can change parameters such as the number of clusters and visualize the groups changing. You can read the…

Businesses should celebrate modern shifts in the AI/ML technology landscape. — I firmly believe there won’t be any data teams in the future. We all have witnessed the birth and growth of data teams in the past decades. And I belong in one of them. But, we will have to see the disappearance of it too! Yet that’s something the data…

You can turn any PDF into an audiobook using Python. Here’s how to do text-to-speech with various volume, voice, and speed modulations. — PDFs are great for distribution because we can read them on any PDF reader device. Many readers, however, prefer to listen to their content than read it. Fortunately, you can use Python to turn any PDF into an audio file that we can play on several popular devices.

This auto ML Python library makes everyone a data science wizard — Automation is an age-old concept that has transformed everything. All the machines and techniques we’ve ever invented are one way, or the other is a form of automation. The field of data science is a way we automate our thinking. Instead of labeling objects manually, we train a computer to…

And how can you save it — The meaning of life differs from man to man, from day to day, and from hour to hour — Viktor E. Frankle, Man’s search for meaning. Frankle was not only right about the meaning of life, his saying was correct about machine learning models in production too. ML models perform…