Mitchell Machine Learning

One of the currently most active research areas within Artificial Intelligence is the field of Machine Learning. which involves the study and development of computational models of learning processes. A major goal of research in this field is to build computers capable of improving their performance with practice and of acquiring knowledge on their own. The intent of this book is to provide a snapshot of this field through a broad. representative set of easily assimilated short papers. As such. this book is intended to complement the two volumes of Machine Learning: An Artificial Intelligence Approach (Morgan-Kaufman Publishers). which provide a smaller number of in-depth research papers. Each of the 77 papers in the present book summarizes a current research effort. and provides references to longer expositions appearing elsewhere.

Machine learning is a broad and fascinating field. It has been called one of the attractive fields to work in 1 . It has applications 1 in an incredibly wide variety of application areas, from medicine to advertising, from military to pedestrian. Its importance is likely to grow, as more and more areas turn to it as a way of dealing with the massive amounts of data available.

Big Red Machine is led by Aaron Dessner (The National, producer for Taylor Swift, Sharon Van Etten and others) in collaboration with Justin Vernon (Bon Iver). How Long Do You Think It’s Gonna Last? features over a dozen marquee collaborators, including some of the biggest names across mainstream pop, indie, folk and other genres. It features Taylor Swift, Fleet Foxes, Sharon Van Etten, Ben Howard, this is the Kit, Anais Mitchell and more.

Design and create neural networks with deep learning and artificial intelligence principles using OpenAI Gym, TensorFlow, and Keras