“…Explore the machine learning landscape, particularly neural nets Use scikit-learn to track an example machine-learning project end-to-end Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods Use the TensorFlow library to build and train neural nets Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning Learn techniques for training and scaling deep neural nets Apply practical code examples without acquiring excessive machine learning theory or algorithm details…”

“…Thus Shiva and his partner, the mother goddess, live in the Himalayas, goddesses descend on earth as beautiful rivers, the goddess Kali's body parts are imagined to have fallen in various sites of Hindu geography sanctifying them as sacred centres, and yogis meditate in forests. Bengal similarly has a thriving culture of exalting sacred centres and pilgrimage places, one of the most important among them being the Navadvip-Mayapur sacred complex, Bengal's greatest site of guru-centred Vaishnavite pilgrimage and devotional life. …”

“…In addition to fundamental physiological, ecological and evolutionary consideration, the knowledge of insect taste and especially olfaction is also of great importance to human economies, since it facilitates a more informed approach to the management of insect pests of agricultural crops and forests, and insect vectors of disease. Chemoreceptors, which bind to external chemical signals and then transform and send the sensory information to the brain, are at the core of the peripheral olfactory and gustatory system and have thus been the focus of recent research in chemical ecology. …”

“…During the last century, for example, the planet has lost 50% of its wetlands, 40% of its forests and 35% of its mangroves. Around 60% of global ecosystem services have been degraded in just 50 years. …”

“…Using JMP 13 and JMP 13 Pro, this book offers the following new and enhanced features in an example-driven format: an add-in for Microsoft Excel Graph Builder dirty data visualization regression ANOVA logistic regression principal component analysis LASSO elastic net cluster analysis decision trees k -nearest neighbors neural networks bootstrap forests boosted trees text mining association rules model comparison With today’s emphasis on business intelligence, business analytics, and predictive analytics, this second edition is invaluable to anyone who needs to expand his or her knowledge of statistics and to apply real-world, problem-solving analysis. …”

“…The chapters that follow examine America‘s experience with forests, water, agricultural soils, and wildlife. …”

“…Alpers, Atholl Anderson, Nicole Boivin, Diego Calaon, Aaron Camens, Saša Čaval, Geoffrey Clark, Alison Crowther, Corinne Forest, Simon Haberle, Diana Heise, Mark Horton, Paul Lane, Martin Mhando, and Alistair Patterson…”

“…Through the reports of the field guards and the port registers, we get into all the details of the island's daily life, with its stories of washerwomen and ship captains, sheep stolen from beaches and forests voluntarily set on fire. And we come to understand that between the all-powerful Venice, only represented by a governor who ignores the local language, and this small world of peasants and sailors himself deeply divided, it is a whole game of permanent negotiations that regulate the life of the island and its inhabitants…”

“…Wetlands are disappearing three times faster than forests, and freshwater populations decrease faster than terrestrial biodiversity. …”

“…Sara y Álex son testigos de un accidente de coche en una pista forestal a varias horas del pueblo más cercano, van a ayudar al conductor y este confiesa que lleva 6 millones de euros en el maletero. …”

“…En 1949 se publicó uno de los clásicos absolutos que ha generado el pensamiento ecologista: A Sand County Almanac (Almanaque del Condado Arenoso), la obra cimera del ingeniero forestal y ecólogo estadounidense Aldo Leopold, concluida justo antes de su muerte en 1948. …”

“…L’exportation du mercure est facilitée par la déforestation – les sols dénudés favorisent sa libération – et par l’aptitude de ce métal à se complexer aux fines suspensions argilo-organiques véhiculées par les eaux. …”

“…Such invasions are being facilitated by increased land degradation, especially through overgrazing and deforestation, and also by climate change…”

“…Algunos de los nombres cuya obra se aborda en este volumen son Teresa de Cartagena, sor Juana Inés de la Cruz, Benito Pérez Galdós, Miguel de Unamuno, Teresa de la Parra, Salvadora Medina Onrubia, Carmen Laforet, Ida Vitale, Carmen Martín Gaite, Ana María Matute, Josefina Aldecoa, Rosario Ferré, Isabel Allende, Teresa Porzecansky, Jordi Sierra i Fabra, Graciela Montes, Soledad Puértolas, Laura Esquivel, Rosa Montero, Myriam Moscona, Maite Carranza, Ángela Vallvey, Icíar Bollaín, Susana Vallejo, Julio Baquero Cruz y Laura Gallego…”

“…Los protagonistas que van apareciendo lo sufren en algún momento, lo cometen o son testigos de él: pequeños hurtos, un afilador que usa como arma el cuchillo que le acaban de dar, un empleado público que se convierte en cómplice de un pederasta, un guarda forestal que ama la naturaleza y acaba acompañando a los cazadores... …”

“…En diversos países y regiones como en el Mediterráneo es la afectación más relevante sobre la cubierta forestal arbolada, que se ve reducida temporalmente (la recuperación puede tardar décadas) incluso de forma irreversible. …”
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“…He has studied climate change for over 20 years, from warming impacts in the Southern Ocean, through carbon fluxes in forests, to greenhouse gas emissions from wetlands and agriculture. …”

“…Furberg, MD, PhD, is Professor in the Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA. …”

“…Finland is the most forested country in Europe; biomass will thus play a central role in meeting the target Finland is one of few IEA countries with plans to expand its nuclear capacity, and the Parliament has approved the construction of two more nuclear power plants. …”

“…What you will learn Understand the importance, principles, and fields of AI Implement basic artificial intelligence concepts with Python Apply regression and classification concepts to real-world problems Perform predictive analysis using decision trees and random forests Carry out clustering using the k-means and mean shift algorithms Understand the fundamentals of deep learning via practical examples Who this book is for Artificial Intelligence and Machine Learning Fundamentals is for software developers and data scientists who want to enrich their projects with machine learning. …”