Data Analytics Made Accessible

by Anil Maheshwari

AI, Machine Learning, and Deep Learning Artificial Intelligence is a broad term that includes all manner of intelligence machines. Patrick Whinston of MIT describes AI as representations that support models targeted at thinking, perception and action. AI includes Machine Learning, Natural Language Understanding, Expert Systems, Computer vision, Robotics, and other capabilities (Figure 19.1). Machine learning systems are those that helps learn patterns from data using Neural Networks, Genetic Algorithms, and more. Deep Learning systems are prediction systems based on Neural Networks. They are used to implement Decision Trees, Clustering systems, Recommender systems, Text mining, Web mining, Social Network mining, and more. They have been used for playing games like chess, Go, Pac-man and others at great level of expertise.