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A Biologist’s Guide to Artificial Intelligence
A Biologist’s Guide to Artificial Intelligence: Building the Foundations of Artificial Intelligence and Machine Learning for Achieving Advancements in Life Sciences provides an overview of the basics of Artificial Intelligence for life science biologists. In 14 chapters/sections, readers will find an introduction to Artificial Intelligence from a biologist’s perspective, including coverage of AI in precision medicine, disease detection, and drug development. The book also gives insights into the AI techniques used in biology and the applications of AI in food, and in environmental, evolutionary, agricultural, and bioinformatic sciences. Final chapters cover ethical issues surrounding AI ...
A Biologist's Guide to Artificial Intelligence
A Biologist's Guide to Artificial Intelligence: Building the Foundations of Artificial Intelligence and Machine Learning for Achieving Advancements in Life Sciences provides an overview of the basics of Artificial Intelligence for life science biologists. In 14 chapters/sections, readers will find an introduction to Artificial Intelligence from a biologist's perspective, including coverage of AI in precision medicine, disease detection, and drug development. The book also gives insights into the AI techniques used in biology and the applications of AI in food, and in environmental, evolutionary, agricultural, and bioinformatic sciences. Final chapters cover ethical issues surrounding AI and the impact of AI on the future. This book covers an interdisciplinary area and is therefore is an important subject matter resource and reference for researchers in biology and students pursuing their degrees in all areas of Life Sciences. It is also a useful title for the industry sector and computer scientists who would gain a better understanding of the needs and requirements of biological sciences and thus better tune the algorithms.
Long Non-Coding RNA
Long non-coding RNAs (LncRNAs) were originally regarded as “noise” in the genome due to their lack of protein-encoding capacity. However, their roles are now understood to cover various biological functions like gene regulation, cell proliferation, survival, differentiation, and chromatin remodeling. As an emerging group of non-coding RNA molecules, LncRNAs are involved in diverse diseases like cancer, cardiovascular, autoimmune, hormonal disorders, neurodegeneration, and infection, among others. However, knowledge of the mechanisms by which they act is still ambiguous. As such, this book meets the essential need for a textbook dedicated to this topic and provides a comprehensive and captivating account of lncRNA research.
Techniques for Biochemical Analysis
Techniques for Biochemical Analysis provides researchers with a practical guide for investigating a variety of different biomolecules. It includes a range of tried and tested protocols, outlining the principles upon which each technique is founded, as well as providing instructions on equipment setup and use, buffer preparation, reagents required, safety considerations and analysis of findings. Beginning with an introduction to biochemistry and laboratory procedures, the book moves on to specific methods focused on investigation of carbohydrates, proteins, enzymes, plant hormones, minerals, amino acids and more. The large range of protocols covered in this foundational how-to reference are i...
Sustainability of Natural Resources
Agriculture is the backbone of the economy in most countries and its output can be impacted by climate change effects. India, as well as other countries which are predominantly agricultural are facing various challenges due to increasing population which can be met by technological innovations for sustainable agriculture. Advanced and innovative technologies in agriculture will not only solve the problems of fulfilling the food requirement of the growing population but also sustain agriculture in the future. Sustainability of Natural Resources Planning and Management addresses the advancement of innovative techniques to address the issues of water scarcity and agricultural yield. It discusses various aspects of natural resource management, agriculture micro irrigation, AI applications for water management and impacts of climate change on water resources. This book also deals water resource exploration, planning, recent geographic information system-based studies, groundwater modelling, and related applications. It highlights the optimal strategies for sustainable water resource management and development. It also examines precision farming using remote sensing and GIS techniques.
Bioinformatics Essentials
By encompassing foundational principles to advanced methodologies Bioinformatics Essentials: Core Principles and Techniques offers a panoramic view of bioinformatics. It embarks on a journey that spans genes and genomes, sequence analysis, comparative genomics, functional genomics, and the exciting domain of protein structures and drug design. In 3 parts and 7 chapters the book describes the basic concepts in bioinformatics, genomic analysis, and ligand based drug design and structure based drug design. Each chapter is imbued with real-world context, demonstrating the practical implications of bioinformatics. Case studies, examples, and hands-on guides bridge the gap between theory and appli...
Apples
Due to polymorphism, apples have extraordinary diversity. Depending on variety, apple fruits can differ in color, shade or size; apples even can be oval or pear-shaped. There are more than 10,000 varieties of apple, which vary in taste, shape, juiciness, texture, color, firmness and other qualities. For these reasons, apples have been diversely studied, and many improvements have been made such as the introduction of high density cropping; rootstock breeding; or varietal development. Therefore it is important to understand and document the production methods adopted and implemented in recent times for harvesting maximum benefits of the crop. Apples: Preharvest and Postharvest Technology documents production practices along with detailed illustration on varieties, rootstocks, important cultural practices and post-harvest management. This book will serve as a complete guide for apple production from farm to fork and will help students, scholars, researchers and scientists working in this domain. The book will also help growers all over the world to understand best practices for apple production, to harvest maximum yields, and in turn, to increase their returns.
Secondary Agriculture
This book on ‘Secondary Agriculture’ discusses the goal of doubling farmers’ incomes. The term ‘secondary’ has a bearing on climate change adaptation and its mitigation, small farm viability and profitability, food security, nutrition, sustainable utilization of natural resources, and optimal usage of produce from primary agriculture and farm incomes. Promoting secondary agriculture has implications on attaining sustainable development goals, which aim to connect primary, secondary and tertiary sectors by using slack/idle factors of production, such as land and labour, contributing to primary agriculture production, capturing ‘value’ in primary agricultural activities, and gene...
