A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms. This book is a general introduction to machine learning that can serve as a textbook for graduate students and a reference for researchers. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed for the discussion and justification of algorithms. It also describes several key aspects of the application of these al...

An examination of clean technology entrepreneurship finds that "green capitalism" is more capitalist than green. Entrepreneurs and investors in the green economy have encouraged a vision of addressing climate change with new technologies. In Planetary Improvement, Jesse Goldstein examines the cleantech entrepreneurial community in order to understand the limitations of environmental transformation within a capitalist system.

Reporting on a series of investment pitches by cleantech entrepreneu...