An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most...

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This book is devoted to the fundamentals of text mining using Perl, an open-source programming tool that is freely available via the Internet (www.perl.org). It covers mining ideas from several perspectives—statistics, data mining,...

The first fuel cell theory and application resource written for students and professionals.

With the field of fuel cells growing at a rapid pace, there is a powerful need for a single guide to the myriad disciplines related to the technology. Fuel Cell Engines provides a comprehensive and detailed introduction to the...

Holcombe, "Survey of Operating Systems, 3e" is 'your foundation for IT Success!' McGraw-Hill is proud to introduce the third edition of Jane and Charles Holcombe's, "Survey of Operating Systems". This edition is a unique revision of the successful previous editions. Every chapter has been updated to include...

Familiar combinations of ingredients and processing make the structures that give food its properties. For example in ice cream, the emulsifiers and proteins stabilize partly crystalline milk fat as an emulsion, freezing (crystallization) of some of the water gives the product its hardness and polysaccharide stabilizers keep it smooth. Why...

This second edition of a popular textbook is thoroughly revised with around 25% new and updated content.
It provides an introduction to both plasma physics and fusion technology at a level that can be understood by advanced undergraduates and graduate students in the physical sciences and related engineering disciplines.
As such,...