Can I read Bioinformatics: The Machine Learning Approach, Second Edition (Adaptive Computation and Machine Learning) (Adaptive Computation and Machine Learning series) on EtoBox?

Bioinformatics: The Machine Learning Approach, Second Edition (Adaptive Computation and Machine Learning) (Adaptive Computation and Machine Learning series) by Pierre Baldi & Professor Pierre Baldi & Søren Brunak & Francis Bach is a nonfiction available to read on EtoBox.

What is Bioinformatics: The Machine Learning Approach, Second Edition (Adaptive Computation and Machine Learning) (Adaptive Computation and Machine Learning series) about?

A guide to machine learning approaches and their application to the analysis of biological data.An unprecedented wealth of data is being generated by genome sequencing projects and other experimental efforts to determine the structure and function of biological molecules. The demands and opportunities for interpreting these data are expanding rapidly. Bioinformatics is the development and application of computer methods for management, analysis, interpretation, and prediction, as well as for the design of experiments. Machine learning approaches (e.g., neural networks, hidden Markov models, and belief networks) are ideally suited for areas where there is a lot of data but little theory, which is the situation in molecular biology. The goal in machine learning is to extract useful information from a body of data by building good probabilistic models--and to automate the process as much as possible.In this book Pierre Baldi and Søren Brunak present the key machine learning approaches and apply them to the computational problems encountered in the analysis of biological data. The book is aimed both at biologists and biochemists who need to understand new data-driven algorithms and at

Who reads Bioinformatics: The Machine Learning Approach, Second Edition (Adaptive Computation and Machine Learning) (Adaptive Computation and Machine Learning series)?

Author

Pierre Baldi & Professor Pierre Baldi & Søren Brunak & Francis Bach

Publisher

MIT Press

Published

2001

Language

EN

ISBN

9780262025065

Category

nonfiction

Subjects

Science, Biology, Computer Science