Bioinformatics Algorithms: Design and Implementation in Python 1st Edition by Miguel Rocha (Author)
- Publisher: BIOLOGY
- Availability: In Stock
- SKU: 49385
- Number of Pages: 400
Rs.850.00
Rs.1,145.00
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"Bioinformatics Algorithms: Design and Implementation in Python" authored by Miguel Rocha serves as a comprehensive guide for both beginners and seasoned practitioners in the field of bioinformatics. In this seminal first edition, Rocha meticulously unpacks the intricate world of bioinformatics algorithms, offering a blend of theoretical insights and practical implementation techniques using the versatile programming language Python. From sequence analysis to structural bioinformatics, this book equips readers with the knowledge and tools necessary to tackle the complex challenges of analyzing biological data.
With a focus on algorithmic design and implementation, Rocha covers a wide range of bioinformatics topics, including sequence alignment, gene expression analysis, and protein structure prediction. Through clear explanations and illustrative examples, readers learn how to leverage Python's powerful libraries and data structures to develop efficient and scalable bioinformatics solutions. Additionally, Rocha provides guidance on best practices for algorithm design, enabling readers to optimize their code for performance and accuracy.
Beyond technical instruction, "Bioinformatics Algorithms" offers insights into the broader context of bioinformatics research and its impact on fields such as molecular biology, genetics, and medicine. Rocha explores the role of bioinformatics in analyzing large-scale biological datasets generated by technologies such as Next Generation Sequencing (NGS), highlighting its significance in advancing our understanding of complex biological processes. Moreover, the book addresses the ethical and societal implications of bioinformatics research, prompting readers to consider the implications of their work on issues such as privacy, data security, and informed consent.
Key points:
- Comprehensive guide to bioinformatics algorithms design and implementation
- Practical examples and tutorials using Python programming language
- Coverage of key bioinformatics topics including sequence analysis and structural bioinformatics
- Guidance on best practices for algorithm design and optimization
- Exploration of the broader impact of bioinformatics on molecular biology, genetics, and medicine
- Discussion of ethical and societal considerations in bioinformatics research.
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Writer ✤ Miguel Rocha (Author), Pedro G. Ferreira (Author)