Practical Bioinformatics For Beginners: From Raw Sequence Analysis To Machine Learning Applications

Next-Generation Sequencing (NGS) is a powerful tool that generates a vast amount of sequence data. Computational and statistical analyses skills, such as machine learning, are essential for successful research in various fields. This book provides step-by-step guides to perform specific analyses, making it an excellent resource for bioinformaticians and lecturers.

Format: Hardback
Length: 268 pages
Publication date: 23 February 2023
Publisher: World Scientific Publishing Co Pte Ltd

Next-Generation Sequencing (NGS) has become increasingly prevalent across diverse fields, including clinical diagnosis, animal and plant breeding, and species conservation. This remarkable technology has become more cost-effective, generating vast amounts of sequence data that require efficient analysis. The demand for specialized skills in computational and statistical analyses, such as machine learning, is crucial for successful research in various domains, including cancer diagnosis, vaccine development, antibiotic discovery, drug development, personalized medicine, and enhanced crop yields in agriculture. This comprehensive book offers step-by-step guidance on complex topics, making it accessible to readers to perform specific analyses, from raw sequenced data to answering critical biological questions using machine learning methods. It serves as an excellent resource for lecturers teaching bioinformatics courses and as a valuable reference for professionals. The chapters are standalone recipes, allowing readers to self-learn selected topics independently. By acquiring the essential skills associated with NGS data analysis, readers enhance their attractiveness to employers seeking skilled bioinformaticians.

Weight: 538g
Dimension: 158 x 237 x 23 (mm)
ISBN-13: 9789811258985