Building an interactive Python dashboard using SQL and Datapane

One of the most important skills for data analysis is interacting with databases. Most organizations store their business-critical data in a relational database like Postgres or MySQL, and you’ll…

17 Must Know Code Blocks For Every Data Scientist

Python offers some of the simplistic and versatile codes to implement complex problems within minimal code blocks. While other programming languages have more complex annotations for solving a…

A Complete Data Science Roadmap in 2021

Around three years ago, I did an undergraduate degree in computer science. I chose to major in data science since it was so hyped up at that time. I realized one year back that my degree did not…

7 of the Most Commonly Used Regression Algorithms and How to Choose the Right One

Regression is a subset of Supervised Learning. It learns a model based on a training dataset to make predictions about unknown or future data. The description ‘supervised’ comes from the fact that…

Introducing Datapane: How to Create Interactive Reports and Visualizations with Python

Disclaimer: This is not a sponsored article. I don’t have any affiliation with Datapane or its creators. The article shows an unbiased overview of the library, intending to make data science tools…

Serverless Model Hosting with Docker, AWS Lambda and API Gateway

Previously AWS Lambda deployment packages were limited to a maximum unzipped size of 250MB including requirements. This proved to be an obstacle when attempting to host Machine Learning models using…

Understanding GPT-3 In 5 Minutes

GPT-3: What it is, what it can do, and its present and future impact on the world.

How To Do Bayesian A/B Testing, FAST!

If you’ve read my previous post, you already know why I think you should move to Bayesian A/B testing. In this post, I give a short overview over the statistical models behind Bayesian A/B tests, and…

Bringing More Humans into the AI Lifecycle

Starting AI projects has become easier than ever before. Initiatives like the Hugging Face Hub or Papers with Code give developers instant access to the latest research. The rise of transfer learning…

Flipping USB Connectors

I am not the first person to observe that it sometimes takes several tries to plug in a USB connector (specifically the rectangular Type A connector, which is not reversible). There are memes about…