Bioinformatics Unleashed: Advanced Techi in Genomic Data Science

ISBN-13: 9786208224219 / Angielski / Miękka / 2024 / 268 str.

Srikant Sharma; Raghvendar Singh; Kuljinder Kaur

Opis

Bioinformatics Unleashed: Advanced Techniques in Genomic Data Science explores the intersection of biology and computational science, addressing the challenges and innovations in analyzing genomic data. As the volume of biological data continues to expand exponentially due to advancements in next-generation sequencing technologies, there is a pressing need for sophisticated analytical tools and methodologies. This book aims to equip researchers, students, and professionals with the latest techniques in genomic data analysis, ranging from foundational algorithms to advanced machine learning applications. The text delves into various key areas, including genome sequencing and assembly, data mining, functional genomics, and personalized medicine. Through a comprehensive examination of both theoretical concepts and practical applications, it emphasizes the importance of interdisciplinary collaboration in harnessing bioinformatics for scientific discovery. Additionally, the book addresses the ethical implications of genomic research and the need for robust data management practices.