Read more
Informationen zum Autor Cynthia Gibas is an assistant professor of biology at Virginia Tech, in Blacksburg, VA. Her research interest is in physicochemical properties of proteins and protein structure/function relationships. While at Virginia Tech, she has built a 32node AMD Athlonbased Linux cluster from parts, and helped her colleagues design curriculum options in bioinformatics. She teaches introductory courses in bioinformatics and biological sequence analysis. She has a Ph.D. in biophysics and computational biology from the University of Illinois. Per Jambeck is a Ph.D. student in the bioengineering department at the University of California, San Diego. He has worked on computational biology since 1994, concentrating on machine learning applications in understanding multidimensional biological data. Per smiles wistfully at the mention of free time, but he manages to host shows at community and studentrun radio stations anyway. Klappentext Bioinformatics--the application of computational and analytical methods to biological problems--is a rapidly evolving scientific discipline. Genome sequencing projects are producing vast amounts of biological data for many different organisms, and, increasingly, storing these data in public databases. Such biological databases are growing exponentially, along with the biological literature. It's impossible for even the most zealous researcher to stay on top of necessary information in the field without the aid of computer-based tools. Bioinformatics is all about building these tools.Developing Bioinformatics Computer Skills is for scientists and students who are learning computational approaches to biology for the first time, as well as for experienced biology researchers who are just starting to use computers to handle their data. The book covers the Unix file system, building tools and databases for bioinformatics, computational approaches to biological problems, an introduction to Perl for bioinformatics, data mining, and data visualization.Written in a clear, engaging style, Developing Bioinformatics Computer Skills will help biologists develop a structured approach to biological data as well as the tools they'll need to analyze the data. Zusammenfassung The application of computational and analytical methods to biological problems is a rapidly evolving scientific discipline. This book is designed to help any biologist develop a structured approach to data! as well as provide the tools they'll need to analyze it. Inhaltsverzeichnis Preface; Audience for This Book; Structure of This Book; Our Approach to Bioinformatics; URLs Referenced in This Book; Conventions Used in This Book; Comments and Questions; Acknowledgments;Introduction; Chapter 1: Biology in the Computer Age; 1.1 How Is Computing Changing Biology?; 1.2 Isn't Bioinformatics Just About Building Databases?; 1.3 What Does Informatics Mean to Biologists?; 1.4 What Challenges Does Biology Offer Computer Scientists?; 1.5 What Skills Should a Bioinformatician Have?; 1.6 Why Should Biologists Use Computers?; 1.7 How Can I Configure a PC to Do Bioinformatics Research?; 1.8 What Information and Software Are Available?; 1.9 Can I Learn a Programming Language Without Classes?; 1.10 How Can I Use Web Information?; 1.11 How Do I Understand Sequence Alignment Data?; 1.12 How Do I Write a Program to Align Two Biological Sequences?; 1.13 How Do I Predict Protein Structure from Sequence?; 1.14 What Questions Can Bioinformatics Answer?; Chapter 2: Computational Approaches to Biological Questions; 2.1 Molecular Biology's Central Dogma; 2.2 What Biologists Model; 2.3 Why Biologists Model; 2.4 Computational Methods Covered in This Book; 2.5 A Computational Biology Experiment;The Bioinformatics Workstation; Chapter 3: Setting Up Your Workstation; 3.1 Working on a Unix System; 3....
