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Bioinformatics Pipelines with Python [#1011667]
Bioinformatics Pipelines with Python: Genomics, Transcriptomics, and Variant Analysis Workflows
by Livia Arden
English | 2026 | ASIN: B0GM94XD4X | 385 Pages | PDF | 215 MB
Reactive Publishing Modern bioinformatics depends on reproducible, scalable pipelines that can process massive biological datasets without sacrificing scientific rigor. Bioinformatics Pipelines with Python provides a practical, implementation-focused guide to designing and deploying production-ready computational workflows for genomics, transcriptomics, and variant analysis.
Rather than presenting isolated scripts or theory-heavy discussions, this book focuses on how real research and industry teams build end-to-end analysis systems. Readers learn how to structure data ingestion, quality control, alignment, quantification, variant calling, and downstream statistical analysis into modular, auditable pipelines that can run reliably across local workstations, HPC clusters, and cloud environments.
Core topics include workflow design principles, pipeline orchestration, reproducibility standards, and performance optimization for large-scale sequencing data. The book also demonstrates how Python integrates with established bioinformatics tools and formats, allowing readers to build flexible systems that adapt to evolving research requirements.
Designed for computational biologists, bioinformatics engineers, data scientists working in life sciences, and technically oriented researchers, this book bridges the gap between biological theory and production-grade computational execution. By the end, readers will be able to design, implement, and maintain robust bioinformatics pipelines suitable for modern biomedical research and data-driven precision health initiatives.
This is a hands-on, engineering-focused reference for professionals who need bioinformatics workflows that are not just functional, but scalable, testable, and ready for real-world deployment.
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