Machine Learning Courses – Present & Future Trends
Machine learning is a field of Computer Science which gives Computers the ability to learn without being explicitly programmed. Machine learning tasks are typically classified into two broad categories, depending on whether there is a learning "signal" or "feedback" available to a learning system: Overseen Learning: The computer is presented with example inputs and their desired outputs, given by a "mentor", and the goal is to learn a general rule that maps inputs to outputs. Semi-Overseen Learning: the computer is given only an incomplete training signal: a training set with some (often many) of the target outputs missing.Activated Learning - Computer can only obtain training labels for a limited set of instances (based on a budget), and also has to optimize its choice of objects to acquire labels for. When used interactively, these can be presented to the user for labeling. Reinforced learning: training data (in form of rewards and punishme