Tag: gradient descent
Neural Networks in Machine Learning: How They Work and Where They’re Used
Neural Networks in Machine Learning Neural networks are a family of machine-learning models inspired, in a simplified way, by how networks of neurons process information. They are used to identify patterns in data and make predictions, from recognising objects in photographs to helping translate text between languages. How a neuralRead More
Machine Learning Maths: The Essential Ideas Behind Intelligent Systems
The Maths Behind Machine Learning Machine learning can seem like a subject built from mysterious algorithms and powerful computers. Underneath, however, it relies on a set of mathematical ideas that help computers recognise patterns, make predictions and improve from experience. You do not need to master every branch of mathematicsRead More