Bioinformatics: A Practical Guide to Next Generation Sequencing Data Analysis

Ismail, Hamid D.

Bioinformatics: A Practical Guide to Next Generation Sequencing Data Analysis

相關主題

商品描述

This book contains the latest material in the subject, covering next generation sequencing (NGS) applications and meeting the requirements of a complete semester course. This book digs deep into analysis, providing both concept and practice to satisfy the exact need of researchers seeking to understand and use NGS data reprocessing, genome assembly, variant discovery, gene profiling, epigenetics, and metagenomics. The book does not introduce the analysis pipelines in a black box, but with detailed analysis steps to provide readers with the scientific and technical backgrounds required to enable them to conduct analysis with confidence and understanding. The book is primarily designed as a companion for researchers and graduate students using sequencing data analysis but will also serve as a textbook for teachers and students in biology and bioscience.

商品描述(中文翻譯)

這本書包含了該主題的最新資料，涵蓋了下一代定序（NGS）應用，並滿足完整學期課程的要求。本書深入探討分析，提供概念和實踐，以滿足研究人員對於理解和使用NGS數據重處理、基因組組裝、變異體發現、基因分析、表觀遺傳學和宏基因組學的確切需求。本書並不僅僅以黑盒子的方式介紹分析流程，而是提供詳細的分析步驟，以使讀者具備進行分析的科學和技術背景，從而能夠自信且理解地進行分析。本書主要設計為研究人員和研究生在使用定序數據分析時的伴侶，但也可作為生物學和生物科學教師和學生的教科書。

作者簡介

Hamid D. Ismail received his M.Sc. and Ph.D. in computational science from North Carolina Agricultural and Technical State University (NC A&T), USA, and DVM and B.Sc. from the University of Khartoum, Sudan. He earned several professional certifications including SAS Advanced Programmer and SQL Expert Programmer. Currently he works as a post-doc scholar at Michigan Technological University and adjunct professor of Data Science and Bioinformatics at NC A&T State University. Hamid is a bioinformatician, biologist, data scientist, statistician, and machine learning specialist. He contributed widely to the field of bioinformatics by developing bioinformatics tools and methods for applications of machine learning on genomic data.

作者簡介(中文翻譯)

Hamid D. Ismail在美國北卡羅來納農工州立大學（NC A＆T）獲得計算科學的碩士和博士學位，並在蘇丹喀土穆大學獲得獸醫學士和學士學位。他獲得了多個專業認證，包括SAS高級程式設計師和SQL專家程式設計師。目前，他在密歇根理工大學擔任博士後學者，並在NC A＆T州立大學擔任數據科學和生物信息學的兼職教授。Hamid是一位生物信息學家、生物學家、數據科學家、統計學家和機器學習專家。他通過開發生物信息學工具和方法，廣泛貢獻於基因組數據上的機器學習應用領域。

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