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Family Farming And Rural Economic Development
  • Language: en
  • Pages: 9

Family Farming And Rural Economic Development

Family farming is the predominant form of agriculture in the food production sectors in both developing and developed countries. It mainly includes all family-based agricultural activities, and it is linked to several areas of rural and social development. It is understood as a means of organizing agricultural, forestry, fisheries, pastoral and aquaculture production which is managed and operated by a family and increasingly reliant on family labour of both men and women. In developing countries like India, a number of factors are key for the successful development of family farming, such as: agro-ecological conditions and territorial characteristics; access to markets; policy environment; a...

Minor Fruits
  • Language: en
  • Pages: 362

Minor Fruits

  • Type: Book
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  • Published: 2025-02-10
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  • Publisher: CRC Press

Minor fruits are often recognized as "poor man’s crops" and include neglected, underutilized, and some rare fruits that can contribute high nutritional, medicinal, and antioxidant properties that are useful for health and curing many diseases. This book, Minor Fruits: Nutritional Composition, Bioactive Potential, and Their Food Applications, highlights the potential of minor fruits in the human diet and their health benefits due to presence of the rich source of phytochemicals, fiber, vitamins, and minerals. The book is unique in that it provides a full-length study of several minor fruits and their nutritional and bioactive potential, general characteristics, and opportunities for their u...

Tropical and Subtropical Fruit Crops
  • Language: en
  • Pages: 647

Tropical and Subtropical Fruit Crops

  • Type: Book
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  • Published: 2023-06-30
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  • Publisher: CRC Press

This new volume is a rich and comprehensive resource of the basic information and latest developments and research efforts on tropical and subtropical fruits. It presents an extensive overview of crop production techniques, processing, marketing, breeding efforts, harvesting, postharvest handling, pest and disease management, and more of banana, citrus, durian, grapes, guava, jackfruit, litchi, mango, and papaya.

Plant Secondary Metabolites, Three-Volume Set
  • Language: en
  • Pages: 908

Plant Secondary Metabolites, Three-Volume Set

  • Type: Book
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  • Published: 2017-01-06
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  • Publisher: CRC Press

Plant secondary metabolites are organic compounds that aid in the growth and development of plants but are not required for the plant to survive by fighting off herbivores, pests, and pathogens. These plant secondary metabolites have been used since early times in various medicines and food products for beneficial health purposes and are still r

Deep Learning with R
  • Language: en
  • Pages: 259

Deep Learning with R

  • Type: Book
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  • Published: 2019-04-13
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  • Publisher: Springer

Deep Learning with R introduces deep learning and neural networks using the R programming language. The book builds on the understanding of the theoretical and mathematical constructs and enables the reader to create applications on computer vision, natural language processing and transfer learning. The book starts with an introduction to machine learning and moves on to describe the basic architecture, different activation functions, forward propagation, cross-entropy loss and backward propagation of a simple neural network. It goes on to create different code segments to construct deep neural networks. It discusses in detail the initialization of network parameters, optimization techniques, and some of the common issues surrounding neural networks such as dealing with NaNs and the vanishing/exploding gradient problem. Advanced variants of multilayered perceptrons namely, convolutional neural networks and sequence models are explained, followed by application to different use cases. The book makes extensive use of the Keras and TensorFlow frameworks.

Machine Learning with R
  • Language: en
  • Pages: 224

Machine Learning with R

  • Type: Book
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  • Published: 2017-11-23
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  • Publisher: Springer

This book helps readers understand the mathematics of machine learning, and apply them in different situations. It is divided into two basic parts, the first of which introduces readers to the theory of linear algebra, probability, and data distributions and it’s applications to machine learning. It also includes a detailed introduction to the concepts and constraints of machine learning and what is involved in designing a learning algorithm. This part helps readers understand the mathematical and statistical aspects of machine learning. In turn, the second part discusses the algorithms used in supervised and unsupervised learning. It works out each learning algorithm mathematically and en...

Quality Evaluation in Non-Invasive Cardiovascular Imaging
  • Language: en
  • Pages: 383

Quality Evaluation in Non-Invasive Cardiovascular Imaging

  • Type: Book
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  • Published: 2016-04-20
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  • Publisher: Springer

This handbook provides hospitals, clinics, and imaging centers, along with their medical and technical directors and hospital administrators, with the necessary information and tools to develop quality initiatives. The specific aims of this book include: 1.Describe quality control as it relates to non-invasive cardiovascular imaging 2.Understand the current standards as published by societal guidelines or accrediting organizations e.g. American College of Radiology (ACR), Intersocietal Accreditation Commission (IAC), The Joint Commission (TJC) or the European Society of Cardiology (ESC). 3.Demonstrate techniques to comply with the routine quality assessment of the equipment utilized in the i...

Rice Production Worldwide
  • Language: en
  • Pages: 561

Rice Production Worldwide

  • Type: Book
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  • Published: 2017-02-16
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  • Publisher: Springer

This book addresses aspects of rice production in rice-growing areas of the world including origin, history, role in global food security, cropping systems, management practices, production systems, cultivars, as well as fertilizer and pest management. As one of the three most important grain crops that helps to fulfill food needs all across the globe, rice plays a key role in the current and future food security of the world. Currently, no book covers all aspects of rice production in the rice-growing areas of world. This book fills that gap by highlighting the diverse production and management practices as well as the various rice genotypes in the salient, rice-producing areas in Asia, Europe, Africa, the Americas, and Australia. Further, this text highlights harvesting, threshing, processing, yields and rice products and future research needs. Supplemented with illustrations and tables, this text is essential for students taking courses in agronomy and production systems as well as for agricultural advisers, county agents, extension specialists, and professionals throughout the industry.

MACHINE LEARNING
  • Language: en
  • Pages: 101

MACHINE LEARNING

THE MACHINE LEARNING MCQ (MULTIPLE CHOICE QUESTIONS) SERVES AS A VALUABLE RESOURCE FOR INDIVIDUALS AIMING TO DEEPEN THEIR UNDERSTANDING OF VARIOUS COMPETITIVE EXAMS, CLASS TESTS, QUIZ COMPETITIONS, AND SIMILAR ASSESSMENTS. WITH ITS EXTENSIVE COLLECTION OF MCQS, THIS BOOK EMPOWERS YOU TO ASSESS YOUR GRASP OF THE SUBJECT MATTER AND YOUR PROFICIENCY LEVEL. BY ENGAGING WITH THESE MULTIPLE-CHOICE QUESTIONS, YOU CAN IMPROVE YOUR KNOWLEDGE OF THE SUBJECT, IDENTIFY AREAS FOR IMPROVEMENT, AND LAY A SOLID FOUNDATION. DIVE INTO THE MACHINE LEARNING MCQ TO EXPAND YOUR MACHINE LEARNING KNOWLEDGE AND EXCEL IN QUIZ COMPETITIONS, ACADEMIC STUDIES, OR PROFESSIONAL ENDEAVORS. THE ANSWERS TO THE QUESTIONS ARE PROVIDED AT THE END OF EACH PAGE, MAKING IT EASY FOR PARTICIPANTS TO VERIFY THEIR ANSWERS AND PREPARE EFFECTIVELY.

Medicinal Plants
  • Language: en
  • Pages: 651

Medicinal Plants

  • Type: Book
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  • Published: 2022-08-04
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  • Publisher: CRC Press

With chapters written by scientists from respected institutes and universities around the world, this book looks at the bioprospecting of medicinal plants for potential health uses and at the pharmacognosy of a selection of medicinal and aromatic plants. The book touches on a diverse selection of topics related to medicinal plants. Chapters look at the use of medicinal plants in healthcare and disease management, such as to treat inflammation, antihyperglycemia, and obesity and as immunity boosters. The authors also address the conservation, maintenance, and sustainable utilization of medicinal plants along with postharvest management issues. A chapter discusses the use of synthetic seeds in relation to cryopreservation, and a chapter is devoted to the use of microcomputed tomography and image processing tools in medicinal and aromatic plants. Other topics include consumption, supply chain, marketing, trade, and future directions of research.