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Full Description
All About Bioinformatics: From Beginner to Expert provides readers with an overview of the fundamentals and advances in the _x001F_field of bioinformatics, as well as some future directions. Each chapter is didactically organized and includes introduction, applications, tools, and future directions to cover the topics thoroughly.
The book covers both traditional topics such as biological databases, algorithms, genetic variations, static methods, and structural bioinformatics, as well as contemporary advanced topics such as high-throughput technologies, drug informatics, system and network biology, and machine learning. It is a valuable resource for researchers and graduate students who are interested to learn more about bioinformatics to apply in their research work.
Contents
1. What is bioinformatics? 2. Introduction to biological databases 3. Statistical methods in bioinformatics 4. Algorithms in computational biology 5. Genetic variations 6. Structural bioinformatics 7. High throughput technology 8. Drug informatics 9. A machine learning approach to bioinformatics 10. Systems and network biology 11. Bioinformatics workflow management systems 12. Data handling using Python
