Free Download Bioinformatics with Python Cookbook - Fourth Edition
English | 2025 | ISBN: 9781836642756 | 434 Pages | EPUB | 8 MB
Starting with the fundamentals of key Python libraries used for data science and BioInformatics, you will progress through key tasks in sequencing analysis, quality control, alignment and variant calling. Along the way you learn important tips about modern coding practices and recent advances in the field. You will deep dive into core bioinformatics tasks such as phylogenetic analysis and population genomics. You'll work with practical examples using libraries such as numpy, pandas, & sci-kit learn. The book provides exposure to the wealth of modern public bioinformatics databases available. You'll gain hands-on knowledge of important cloud computing approaches and learn how to set up workflow orchestration systems for controlling bioinformatics pipelines. You will gain an understanding of how bioinformatics is evolving to include AI and we'll try out new techniques such as Large Language Models to design proteins and DNA.
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