supervised-machine-learning

What Is Supervised Machine Learning? A Comprehensive Overview

Dawood Khan Barozai, 16, May 2024

Machine learning is a part of computer science that allows computers to learn on their own without being directly told what to do. There are two main types: supervised learning and unsup....

Precision and Recall

Explaining Precision and Recall in Machine Learning

Dawood Khan Barozai, 08, May 2024

Precision and Recall are commonly cited as challenging machine learning and data science concepts. Once you understand the fundamental meaning of each term, it will become easier to gras....

What is YOLOV8? A Step-By-Step Guide

Dawood Khan Barozai, 03, May 2024

The state-of-the-art object detection framework YOLOv8 Architecture is distinguished by its remarkable speed-accuracy balance. You will gain a thorough understanding of its capabilities ....

Simplifying Mask R-CNN

Simplifying Mask R-CNN: A Step-By-Step Guide

Dawood Khan Barozai, 30, April 2024

You'd like your computer program to be able to identify objects in an image, but also precisely model them, such as tracing their movements with a Digital Pen. This is what mask R-CNN ca....

Datasets For ML Image Classification And How To Create Them

Datasets For ML Image Classification And How To Create Them

Dawood Khan Barozai, 04, April 2024

In computer vision, image classification plays a vital role in various applications, from object recognition to scene understanding. Access to diverse and well-curated datasets is necess....

Machine Learning In Sports Strategies vs. Human Intuition

Machine Learning In Sports Strategies vs. Human Intuition: Finding the Right Balance

Dawood Khan Barozai, 28, March 2024

It's not surprising that AI has refined the sports industry to a new level. It is changing how sports teams practice, play games and communicate with their fans. As AI becomes more in....

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