Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs have received increased attention in the machine-learning community over the past decade, and this book provides a long-needed systematic and unified treatment of theoretical and practical aspects of GPs in machine learning. The... Processing: A Programming Handbook for Visual Designers and Artists It has been more than twenty years since desktop publishing reinvented design, and it's clear that there is a growing need for designers and artists to learn programming skills to fill the widening gap between their ideas and the capability of their purchased software. This book is an introduction to the concepts of computer programming within the...
American Economic Policy in the 1990s The 1990s saw the best economic performance in the United States in three decades. Strong economic growth and falling unemployment were accompanied by low inflation and rising budget surpluses. Although personal bankruptcies climbed, the personal saving rate fell, and the trade deficit expanded, overall, U.S. economic performance during the 1990s... Journey to Data Quality "The issue of data quality has become increasingly important over the last decade as the amount of data being collected and stored continues to increase at a rapid rate. These researchers have been at the forefront of understanding the impact and implication of the quality of data on organizations. These issues will continue to grow in...
Software Abstractions : Logic, Language, and Analysis Software is built on abstractions. Pick the right ones, and programming
will flow naturally from design; modules will have small and simple interfaces;
and new functionality will more likely fit in without extensive
reorganization. Pick the wrong ones, and programming will be a series
of nasty surprises: interfaces will become...
Software Engineering for Internet Applications This is the textbook for the MIT course ‘‘Software Engineering for Internet
Applications.’’ The course is intended for juniors and seniors in computer
science. We assume that they know how to write a computer program and
debug it. We do not assume knowledge of any particular programming languages,
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