Search Results
5 results for “machine-learning”
Azure AI
Azure AI is Microsoft's integrated portfolio of artificial intelligence services hosted on the Azure cloud platform, encompassing pre-built cognitive APIs, a managed machine learning platform, large language model access, and enterprise AI development tools.
Gaussian Process
A non-parametric Bayesian model that defines a distribution over functions, widely used in regression, optimisation, and uncertainty quantification.
Hidden Markov Model
A statistical model that represents systems with unobservable (hidden) states that emit observable outputs, used widely in speech recognition, bioinformatics, and time-series analysis.
Hyperparameter Tuning
The process of selecting optimal configuration values for a machine learning model's external parameters using methods such as grid search, random search, and Bayesian optimisation.
Recommendation System
A recommendation system is an information filtering algorithm that predicts and surfaces items — such as products, content, or services — that a particular user is likely to find relevant, based on past behaviour, item attributes, or the preferences of similar users.