Practical bioinformatics for beginners : From raw sequence analysis to machine learning applications
Next-Generation Sequencing (NGS) is increasingly common and has applications in various fields such as clinical diagnosis, animal and plant breeding, and conservation of species. This incredible tool has become cost-effective. However, it generates a deluge of sequence data that requires efficient analysis. The highly sought-after skills in computational and statistical analyses include machine learning and, are essential for successful research within a wide range of specializations, such as identifying causes of cancer, vaccine design, new antibiotics, drug development, personalized medicine, and increased crop yields in agriculture.This invaluable book provides step-by-step guides to complex topics that make it easy for readers to perform specific analyses, from raw sequenced data to answer important biological questions using machine learning methods. It is an excellent hands-on material for lecturers who conduct courses in bioinformatics and as reference material for professionals. The chapters are standalone recipes making them suitable for readers who wish to self-learn selected topics. Readers gain the essential skills necessary to work on sequenced data from NGS platforms / hence, making themselves more attractive to employers who need skilled bioinformaticians
Related Books
Thermodynamics for drug product design : A guide for pharmaceutical scientists
Provides real-life drug product design examples, applications, personal anecdotes, and solved problems that contextualize thermodynamic principles for the drug product design scientist. Advanced undergraduate and beginning graduate students will learn to apply thermodynamic principles to create robust drug products and to predict, prevent, analyze, and evaluate the root cause of product failures. Professionals engaged in drug product design will find this book to be a rich and easy to use reference guide.
Phytochemistry and pharmacology of garlic (Allium sativum L.)
Provides a thorough overview on the origin of garlic, history of garlic chemistry, garlic preparations and their use in folklore, health benefits of garlic, garlic as pesticide and its adverse effects. Garlic (Allium sativum) is also used as a popular herbal alternative therapy. There is a lack of consolidated literature on the health benefits of garlic, this book will provide a comprehensive compendium on these benefits. Though it is a scientific research-based knowledge compilation, it will be also equally beneficial to science students as well as the lay reader.
Nutraceuticals in respiratory and pulmonary diseases
Explores nutraceuticals that have been found to be effective in managing and treating respiratory and pulmonary diseases. It explains nutritional supplements that function as adjuvants for respiratory health and which may be useful targets for developing innovative nutraceutical-active respiratory products. The book also discusses the role of vitamins, minerals, and functional foods in the prevention and treatment of respiratory illnesses such as asthma, bronchitis, airway constriction, chronic obstructive pulmonary disorder (COPD), etc. It also explores the potential role of various herbs and foods in the treatment of lung illnesses through the Ayurvedic practices. The effectiveness of various natural and dietary supplements as well as plant and animal-based nutritional supplements for respiratory health are also considered.
Nutraceuticals and obesity strategies for weight management
his comprehensive volume explores the role that nutraceuticals can play in addressing obesity, shedding light on their potential as tools to promote sustainable weight management strategies as well as addressing associated health risks. Delving into the intricate interplay between nutrition, health, and obesity, the book provides a compelling account that illustrates how nutraceutical interventions can be incorporated into holistic obesity management strategies. It begins with an account of the mechanisms by which nutraceuticals function before featuring chapters on their efficacy and safety, how they can be integrated with other therapeutic interventions, and how they can be tailored for individuals with comorbidities. Offering a global perspective on the issue, there is also coverage of the various regulatory contexts in which nutraceuticals are sold and used.
