Advanced Machine Learning
2018-03-01 本文已影响0人
薛定喵喵喵
What is Machine Learning?
Study of algorithms that
• improve their performance
• at some task
• with experience
Application
Speech recognition, Natural language processing Computer vision Medical outcomes analysis Computational biology Sensor networks Social networks Robocup
Broad categories -
• Supervised learning Classification, Regression
• Unsupervised learning Density estimation, Clustering, Dimensionality reduction
• Semi-supervised learning
• Active learning
• Reinforcement learning
• Online learning
• Transfer learning
• Multitask learning
• Many more