Getting started with Docker for Data Scientists… — You might have heard about docker, or containers, but you have just not had time to dig in and figure out what this is all about. This article is designed to help you gain enough knowledge about the Docker architecture, to learn about some docker syntax and to motivate you…

A quick guide to implementing Linear regression in Python — Introduction Linear regression is the simplest machine learning algorithm to get started with, making it perfect for beginners. In fact, it’s so easy that you can basically get started with machine learning today — like, right now. So looking to begin your machine learning journey? This is a good start. What is Linear Regression? The…

Getting started with linear algebra… — The goal of this article is to provide content for beginners who wants to understand enough linear algebra to be comfortable with certain data science concepts. You can get lost in the detailed mathematics and derivation and learning them would not help as much! I went through that journey myself…

“Data Umbrella Africa & Middle East scikit-learn sprint” — On February 6, 2021 I participated in an open source sprint organized by Reshama Shaikh and Mariam Haji of Data Umbrella. The sprint was organized to involve more underrepresented groups in tech to contribute to the open source machine learning library scikit-learn and to generally widen the pool of open-source…

Deep-Dive into PowerBI with Cities in Codes — Microsoft PowerBI one of the best ‘drag-and-drop’ tools in the industry. You pick a field you want to analyze, drop it into the Power BI dashboard, and voila! Insights are right in front of you. The most basic version is free and can be downloaded here. But of course there’s…