Bioinformatics: A Practical Guide to Next Generation Sequencing Data Analysis
暫譯: 生物資訊學：下一代測序數據分析實用指南

Ismail, Hamid D.

Bioinformatics: A Practical Guide to Next Generation Sequencing Data Analysis

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)

本書包含該主題的最新資料，涵蓋下一代定序（Next Generation Sequencing, NGS）應用，並滿足完整學期課程的要求。本書深入探討分析，提供概念與實踐，以滿足尋求理解和使用NGS數據重處理、基因組組裝、變異發現、基因剖析、表觀遺傳學和宏基因組學的研究人員的確切需求。本書並未將分析流程以黑箱方式介紹，而是提供詳細的分析步驟，讓讀者具備進行分析所需的科學和技術背景，以便能夠自信且理解地進行分析。本書主要設計為使用定序數據分析的研究人員和研究生的伴侶，但也將作為生物學和生物科學教師及學生的教科書。

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)

哈米德·D·伊斯梅爾（Hamid D. Ismail）在美國北卡羅來納農業技術州立大學（North Carolina Agricultural and Technical State University, 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（University of Khartoum）獲得獸醫學士（DVM）和理學士（B.Sc.）學位。他獲得了多項專業認證，包括SAS高級程式設計師和SQL專家程式設計師。目前，他在密西根科技大學（Michigan Technological University）擔任博士後研究學者，並在NC A&T州立大學擔任數據科學和生物資訊學的兼任教授。哈米德是一位生物資訊學家、生物學家、數據科學家、統計學家和機器學習專家。他在生物資訊學領域做出了廣泛的貢獻，開發了用於基因組數據機器學習應用的生物資訊工具和方法。

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