Machine Learning
How to Improve YOLOv3
YOLO has been a very popular and fast object detection algorithm, but unfortunately not the best-performing. In this article I will highlight simple training heuristics and small architectural changes that can make YOLOv3 perform better than models like Faster R-CNN and Mask R-CNN.
The 11 Best AI & Machine Learning Podcasts to Add to Your Listening Pipeline
Add these podcasts to your weekly listening pipeline to learn from top thought leaders and developers about the future of ai and machine learning, as well as innovative use cases and products.
Introduction to Naive Bayes: A Probability-Based Classification Algorithm
Naive Bayes is one of the simplest machine learning algorithms for classification. We'll cover an introduction to Naive Bayes, and implement it in Python.
Gradient Boosting In Classification: Not a Black Box Anymore!
In this article we'll cover how gradient boosting works intuitively and mathematically, its implementation in Python, and pros and cons of its use.