Hands-On Bioinformatics with Python
Bioinformatics is an active research field that uses a range of computations to extract key information from biological data. With this book, you’ll gain insights into collecting, storing, retrieving, manipulating and modeling data for analysis, visualization or prediction using modern libraries from the Python ecosystem.
The book starts off with an introduction to the bioinformatics domain, highlighting the key concepts and terminologies. In the next few sections, you’ll discover DNA sequencing technologies applied in OMICS analysis. You’ll then understand the steps involved in RNA sequencing, ChIP sequencing and metagenomics data processing. Going forward, the book will guide you through performing simple-to-advanced computations to extract valuable information from biological data. With real-world examples, you’ll also learn how to collect, clean and visualize data and perform advanced data analysis and predictions. Further on, you’ll explore workflows in the bioinformatics domain, which will assist you with research. Finally, you’ll learn to implement machine learning techniques to perform efficient bioinformatics analysis on a range of data.
By the end of this book, you’ll understand how bioinformatics is revolutionizing high-performance computing, big data, and machine learning and have the skills you need to effectively analyze bioinformatics data.
|Course Length||10 hours 35 minutes|
|Date Of Publication||17 Apr 2020|
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