YOLO is one of the pre-trained deep learning models that can be used in real-time video or image recognition. It has a very high success rate compared to its competitors and it is completely free. … Read More YOLO – Real-Time Object Detection and Image Classification
Introduction Before we introduce the theory, terminology and methods of machine learning, let’s start by explaining what is machine learning and what isn’t. The categorisation of machine learning can often be misleading. ML is undeniably one of the most influential and powerful technologies in the modern world. There is no doubt, it will continue to… Read More What is Machine Learning
This article introduces surrogate modelling, creating data-driven models for machine learning and optimization applications, and gives examples of their applications. Furthermore, it presents how to construct surrogate models, lists common surrogate modelling methods, introduces a Python library consisting of implementation of these methods. The outline of this article is: Why Do We Need Surrogate Models… Read More Surrogate Modelling: Data-driven Models for Machine Learning and Optimization
In this article, we list fundamental machine learning techniques with their common applications. Furthermore, it also presents example codes and data sets that present how they can be implemented easily in Python via machine learning libraries. Machine learning methods are generally considered under two groups: Supervised Machine Learning and Unsupervised Machine Learning Algorithms. We can… Read More Machine Learning Techniques
Dr Veri - Data Science and Machine Learning News and Tips 