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Bioinformatics with Python: Deep Learning Pipelines for Gene Expression Prediction using Python

by Joseph Solomon
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Current price ₹1,629.00
Original price ₹1,792.00
Original price ₹1,792.00
Original price ₹1,792.00
(-9%)
₹1,629.00
Current price ₹1,629.00

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Book cover type: Paperback
  • ISBN13: 9798268931679
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 306
  • Original Price: GBP 14.16
  • Language: English
  • Edition: N/A
  • Item Weight: 413 grams
  • BISAC Subject(s): General

Bioinformatics with Python: Deep Learning Pipelines for Gene Expression Prediction is a hands-on guide that bridges molecular biology and data science through real Python code.
From raw sequencing reads to deep learning-based gene expression models, this book teaches you how to design, automate, and interpret complete bioinformatics workflows.
Inside, you'll learn how to:

  • Preprocess and visualize genomic and transcriptomic datasets
  • Build and train deep learning models to predict gene activity
  • Parse and analyze FASTQ, BAM, and VCF files using Python
  • Apply reproducible workflows with Snakemake and Biopython
  • Integrate public datasets and annotate variants programmatically
  • Visualize biological insights with matplotlib and seaborn
Each chapter includes step-by-step scripts, real-world examples, and executable workflows built entirely in Python.
Whether you're a biologist learning to code or a data scientist entering genomics, this book gives you the essential toolkit to move from raw data to biological discovery - confidently and reproducibly.

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