How smart machines think

Gerrish Sean - Massachusetts : Massachusetts Institute of Technology (MIT) - 2018

The secret of the automaton -- Self-driving cars and the darpa grand challeng -- Keeping within the lanes: perceptron in self- driving cars -- Yielding at intersections: the brain of a self-driving car -- Netflix and the recommendation-engine challeng -- Ensembles of teams:the netflix prize winners -- Teaching conputer by giving them treats -- How to beat atari games by using neural networks -- Artificial neural networks'view of the world -- Looking under the hood of deep neural network -- Neural networks that can hear, speak and remenber -- understanding natural language (and jeopardy! questions) -- Minin the beast jeopardy! answer -- Brute-force search your way to a good strategy -- Expert-level play for the game of go -- real-time AI and startcraft -- Five decades (or more) from now.