Sustainable Forest Management: A Global Overview, Hapke Aduardo
Автор: Hapke Aduardo Название: Sustainable Forest Management: Updated Reviews ISBN: 1632395843 ISBN-13(EAN): 9781632395849 Издательство: Random House (USA) Цена: 73570.00 T Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Hapke Aduardo Название: Forestry Management ISBN: 1632397145 ISBN-13(EAN): 9781632397140 Издательство: Random House (USA) Цена: 95030.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The book aims to shed light on some of the unexplored aspects of forestry management and the recent researches in this field. It is a science that is mainly concerned with conservation, management, and creation of forests. Human kind is heavily dependent on forest resources such as fiber for paper, timber for furniture and a lot more. These activities result in reduction of forest cover, and that is where forest management tries to strike a balance between demand, supply and replenishment. Some of the important topics explained in this book are multipurpose forest inventory, conservation value, spatial pattern of tree diversity, biodiversity, etc. It attempts to understand the multiple branches that fall under the discipline of forestry management and how such concepts have practical applications. Experts and students actively engaged in this field will find this book full of crucial and unexplored concepts.
Автор: Lane Hobson, Hapke Hannes, Howard Cole Название: Natural Language Processing in Action ISBN: 1617294632 ISBN-13(EAN): 9781617294631 Издательство: Pearson Education Рейтинг: Цена: 52790.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Summary
Natural Language Processing in Action is your guide to creating machines that understand human language using the power of Python with its ecosystem of packages dedicated to NLP and AI.
Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
About the Technology
Recent advances in deep learning empower applications to understand text and speech with extreme accuracy. The result? Chatbots that can imitate real people, meaningful resume-to-job matches, superb predictive search, and automatically generated document summaries--all at a low cost. New techniques, along with accessible tools like Keras and TensorFlow, make professional-quality NLP easier than ever before.
About the Book
Natural Language Processing in Action is your guide to building machines that can read and interpret human language. In it, you'll use readily available Python packages to capture the meaning in text and react accordingly. The book expands traditional NLP approaches to include neural networks, modern deep learning algorithms, and generative techniques as you tackle real-world problems like extracting dates and names, composing text, and answering free-form questions.
What's inside
Some sentences in this book were written by NLP Can you guess which ones?
Working with Keras, TensorFlow, gensim, and scikit-learn
Rule-based and data-based NLP
Scalable pipelines
About the Reader
This book requires a basic understanding of deep learning and intermediate Python skills.
About the Author
Hobson Lane, Cole Howard, and Hannes Max Hapke are experienced NLP engineers who use these techniques in production.
Table of Contents
PART 1 - WORDY MACHINES
Packets of thought (NLP overview)
Build your vocabulary (word tokenization)
Math with words (TF-IDF vectors)
Finding meaning in word counts (semantic analysis)
PART 2 - DEEPER LEARNING (NEURAL NETWORKS)
Baby steps with neural networks (perceptrons and backpropagation)
Reasoning with word vectors (Word2vec)
Getting words in order with convolutional neural networks (CNNs)
Loopy (recurrent) neural networks (RNNs)
Improving retention with long short-term memory networks
Sequence-to-sequence models and attention
PART 3 - GETTING REAL (REAL-WORLD NLP CHALLENGES)
Information extraction (named entity extraction and question answering)
Getting chatty (dialog engines)
Scaling up (optimization, parallelization, and batch processing)
Автор: Hapke Aduardo Название: Forest Ecology, Management and Restoration ISBN: 1682860434 ISBN-13(EAN): 9781682860434 Издательство: Неизвестно Цена: 155550.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Forest ecology is one of the most important areas of study in today's time. With issues like changing land use patterns and depleting area under green cover at hand, this book focuses on effective management and restoration of forests. It elucidates the topics such as climate change impacts, tropical forests and management, forest soil management, tree breeding, etc. This book is a complete guide for the detailed study of forest ecology and is highly recommended for students and academicians pursuing ecology, botany, or associated disciplines.
Автор: Hapke Aduardo Название: Sustainable Forestry ISBN: 1632397269 ISBN-13(EAN): 9781632397263 Издательство: Random House (USA) Цена: 95030.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book deals with the topic of sustainable management of forests. It refers to the practice of maintaining and preserving the forest. It works on managing three basic spheres that are ecology, socio-culture and economy. Nurturing the forest will benefit the environment as a whole. This book traces all the developments made in this field. It will give valuable insights into the concepts and innovative techniques used for sustainable forestry. The topics covered in this book will offer the readers a better understanding related to this field. It includes the contributions of experts and scientists which will help the readers keep pace with the latest advances in this field. Thus, this book is a beneficial source of reference for students and experts alike.
Автор: Hapke Aduardo Название: Environmental Conservation ISBN: 1632397544 ISBN-13(EAN): 9781632397546 Издательство: Random House (USA) Цена: 95030.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Conservation is the act of preserving anything in its present state and preventing further degradation. The environment is constituted by all the factors present in our surroundings and ecological balance is the key to conserving it. However, due to increasing industrialization, population and interference with nature, many valued species have become extinct. There needs to be a balance between the exploitation and replenishment of resources. It must also be ensured that natural habitats do not suffer any further. This book is compiled in such a manner, that it will provide in-depth knowledge about the theory and practice of environmental conservation. While understanding the long-term perspectives of the topics, the book makes an effort in highlighting their impact as a modern tool for the growth of this discipline. Coherent flow of topics, student-friendly language and extensive use of examples make this book an invaluable source of knowledge. The book will serve as a resource guide for environmentalists, ecologists, conservationists, researchers and students alike.
Автор: Hapke Aduardo Название: Forest Ecology ISBN: 1632398338 ISBN-13(EAN): 9781632398338 Издательство: Random House (USA) Цена: 95030.00 T Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Hapke Aduardo Название: Forestry and Forest Engineering ISBN: 1682862445 ISBN-13(EAN): 9781682862445 Издательство: Неизвестно Цена: 164140.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Forest engineering is a significant discipline as its focus lies on the conservation and management of the forests. This book aims to equip students and experts with the advanced topics and upcoming concepts in forest engineering. It is an assimilation of researches with reference to diverse aspects of forest engineering, such as forest ecology, forest genetics, biotechnology, remote sensing, forest biomass, forest simulation modeling, etc. This book will prove to be immensely beneficial to students and researchers pursuing forest engineering.
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