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Bioinformatics computing 1st Edition by Bryan Bergeron ISBN 0131008250 9780131008250

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Bioinformatics computing 1st Edition Bryan Bergeron Digital Instant Download

Author(s): Bryan Bergeron
ISBN(s): 9780131632127, 0131632124
Edition: 1
File Details: PDF, 5.20 MB
Year: 2003
Language: english
SKU: EB-874568 Category: Tag:

Bioinformatics computing 1st Edition by Bryan Bergeron  – Ebook PDF Instant Download/Delivery:  0131008250 ,9780131008250
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Product details:
ISBN 10: 0131008250
ISBN 13: 9780131008250
Author: Bryan Bergeron
 

Bioinformatics Computing is a practical guide to computing in the growing field of Bioinformatics (the study of how information is represented and transmitted in biological systems, starting at the molecular level). This book brings life scientists at every level – from students to research directors – up to speed in computational techniques that apply directly to their work. The life science community needs a practical guide that illustrates the computer science advances that have been made in the past several decades in areas of computer visualization, large database designs, machine learning and other forms of advanced pattern matching, statistical methods, and distributed computing techniques. In addition to exploring general information technology issues, each chapter identifies technologies and approaches on the near horizon that will have a significant impact on bioinformatics, and introduces some of the global, societal issues that will likely define bioinformatics developments in the future.

Bioinformatics computing 1st Edition Table of contents:

  • Chapter 1: The Central Dogma

    • Overview of the Central Dogma of Molecular Biology

    • Information Flow in Biological Systems

  • Chapter 2: Databases

    • Data Management and Life Cycle

    • Database Technology and Interfaces

    • Implementation and Usage

  • Chapter 3: Networks

    • Geographical Scope and Communications Models

    • Transmission Technology and Protocols

    • Bandwidth, Topology, and Hardware

  • Chapter 4: Search Engines

    • The Search Process and Search Engine Technology

    • Searching and Information Theory

    • Knowledge Management

  • Chapter 5: Data Visualization

    • Sequence Visualization and Structure Visualization

    • User Interface and Animation vs. Simulation

    • General-Purpose Technologies

  • Chapter 6: Statistics

    • Statistical Concepts and Microarrays

    • Imperfect Data and Quantifying Randomness

    • Data Analysis Tool Selection and Clustering

  • Chapter 7: Data Mining

    • Technology Overview and Infrastructure

    • Pattern Recognition and Discovery

    • Machine Learning and Text Mining Tools

  • Chapter 8: Pattern Matching

    • Dot Matrix Analysis and Substitution Matrices

    • Dynamic Programming and Word Methods

    • Multiple Sequence Alignment Tools

  • Chapter 9: Practical Applications

    • Drug Discovery and Protein Structure Prediction

    • Systems Biology and Collaboration Tools

    • Case Studies and Examples

  • Conclusion

    • Summary of Key Insights

    • Future Directions in Bioinformatics Computing

  • Appendices

    • Glossary of Terms

    • Additional Resources

    • Sample Forms and Templates

  • References

    • Comprehensive Bibliography

  • Index

    • Detailed Index of Topics and Terms

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