Tag: language
Guide to real Machine Learning applications
This series of articles dives deeper into the actual applications of Machine Learning that are currently in use in many current technological processes and devices. Through these posts entitled “Machine Learning is Fun!”, Adam Geitgey guides us step by step through the concepts, data, algorithms, code, results and pitfalls of machine learning applications from image,…
23. Model Merging, Cross-Modal Coupling, Course Summary
Bayesian Story Merging By using the probability model discovery previously studied, certain concepts and ideas can be analyzed and merged if similar. Cross-Modal Coupling By analyzing the correspondences between clusters of two sets of data, certain data subsets regular correspondences can be sorted out. According to Prof. Patrick Winston, this system of correspondences is very…
18. Representations: Classes, Trajectories, Transitions
Vocabulary In a semantic net, a diagram of relations between objects, essential notions can be defined as follows: Combinators: linking objects together Reification: actions implying results Localization: a frame where objects and actions happen Story sequence: a series of actions happening linearly in time Classification In natural language, knowledge is generally organized from general categories…
1. Introduction and scope
What is Artifical Intelligence? Algorithms, enabled by constraints, exposed by representations, that support the building of models targeted at thinking, perception and action, and the loops that tie them together. Artificial Intelligence is applied through problem solving procedures, methods, techniques and algorithms. How to approach a problem Generate solutions and test to obtain positive or…