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Anotace knihy

Bioinformatics Essentials II, From Multi‑omics to AI – Methods, Workflows, and Translational Applications offers a comprehensive guide to modern bioinformatics, focusing on best-practice workflows for multi-omics data analysis and AI-assisted discovery. Designed for learners and early-career researchers, it bridges foundational knowledge with cutting-edge applications. The book covers experimental design, sequencing technologies, and core omics workflows including transcriptomics, proteomics, metabolomics, and epigenomics. Advanced chapters explore single-cell and spatial omics, multi-omics integration, AI/ML applications, and environmental bioinformatics. Each chapter includes learning objectives, worked examples, toolbox comparisons, and reproducible code. This resource empowers students, faculty, and applied researchers to confidently analyze complex datasets and translate findings into agriculture, health, and environmental solutions. Its modular structure and companion website enhance usability in both coursework and independent study.

• Provides reproducible, best-practice workflows for multi-omics and AI-assisted bioinformatics
• Offers modular chapters with learning objectives, datasets, and code notebooks for hands-on learning
• Includes translational case studies in agriculture, health, and environmental science

Parametry knihy

Zařazení knihy Knihy v angličtině Mathematics & science Biology, life sciences Life sciences: general issues

• Plný název: Bioinformatics Essentials II
• Podnázev: From Multi‑omics to AI – Methods, Workflows, and Translational Applications
• Autor: Syed Mudasir Ahmad, Nazir A Ganai, Basharat Bhat
• Vazba: Brožovaná
• Počet stran: 330
• EAN: 9780443510601
• ISBN: 0443510601
• ID: 52500604
• Rozměry: 235 × 191 mm
• Datum vydání: 01. January 2027

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