Machine Learning and Its Algorithms and Development

The basic classification of machine learning is look into in this article, which includes supervised learning, unsupervised learning, semi-supervised and reinforcement learning. It examines common machine learning methods such as the decision tree algorithm, random forest algorithm, artificial neural network algorithm, SVM algorithm and Boosting and Bagging algorithm. The goal is to increase people’s awareness of machine learning and speed-up its popularization through the development of theoretical systems, further improvement of autonomous learning capabilities, the integration of multiple digital technologies, and the promotion of personalized custom services.