What is Semi-Supervised Learning?
Semi-supervised learning is a machine learning approach that combines a small amount of labelled data with a large amount of unlabelled data, reducing labelling costs while still achieving strong accuracy.
Machine Learning
What is Reinforcement Learning?
Reinforcement learning (RL) is a type of machine learning where an agent learns to make decisions by trying actions in an environment and receiving rewards or penalties, gradually learning the strategy that earns the most reward over time.
What is Unsupervised Learning?
Unsupervised learning is a type of machine learning that finds patterns, groups and structure in data without labelled answers, used for tasks like customer segmentation, anomaly detection and simplifying complex data.
What is Supervised Learning?
Supervised learning is a type of machine learning where a model learns from labelled examples, meaning each input comes with the correct answer, so it can predict the answer for new, unlabelled inputs.
What is Machine Learning?
Machine learning (ML) is a branch of artificial intelligence in which computers learn patterns from data and improve at a task through experience, instead of being programmed with every rule by hand.