by admin | Dec 18, 2025 | Mathematics and Statistics
As data scientists, we constantly seek ways to understand and summarize the valuable information hidden within datasets. While the mean and standard deviation are popular choices, outliers can sway them. This is where the interquartile range (IQR) steps in. It focuses...
by admin | Dec 16, 2025 | Tutorials and Resources
Quick Summary In this guide, you’ll learn:✔️ How real-time object detection works✔️ How to use YOLOv4-Tiny and YOLOv8 for fast inference✔️ How to build Algerian-specific datasets✔️ How to run real-time detection with a simple laptop and webcam✔️ How to optimize FPS...
by admin | Dec 14, 2025 | Coding, Tutorials and Resources
Pandas Python library is transforming how data-savvy professionals work in Algeria and beyond. Did you know it’s downloaded over 100 million times a month? That’s powerful. Attracting attention from students and engineers alike, this guide shows you why and how to use...
by admin | Dec 11, 2025 | Artificial Intelligence, Tutorials and Resources
YOLOv4-Tiny vs YOLOv8 opens the most practical question in real-time CV today: which model gives you the best trade-off between speed and accuracy? YOLO still rules many production vision systems. Small teams and students need models that run on constrained...
by admin | Dec 9, 2025 | Case Studies
A/B testing is one of the most powerful and accessible optimization methods in modern e-commerce.In Algeria, where online shopping adoption is rapidly growing, even small changes to product pages, images, or checkout experiences can significantly increase conversions....
