Types of Machine Learning
Types of Machine Learning Machine learning types broadly categorized into the following type:- Supervised Machine Learning Unsupervised Machine Learning Semi-Supervised Machine Learning Reinforcement Learning 1. Supervised Learning: In supervised learning, the model is trained on labeled data, where each data point is associated with a corresponding target or output value. The goal is to learn a mapping between input features and their corresponding labels, enabling the model to predict the correct output for new, unseen inputs. 2. Unsupervised Learning: Unsupervised learning involves training models on unlabeled data, where there are no predefined target values. The objective is to discover patterns, structures, or relationships in the data without explicit guidance. Clustering and dimensionality reduction techniques are common examples of unsupervised learning. 3. Semi-Supervised Learning: Semi-supervised learning combines both labeled and unlabeled data for training. The model ...