“…You will cover tasks such as clustering, logistic regressions, random forests, support vector machines, and more. Furthermore, you will also look at more advanced aspects such as training neural networks and topic modeling. …”

“…Northern Australia stands out as one of the largest natural areas remaining on Earth- alongside such global treasures as the Amazon rainforests, the boreal conifer forests of Alaska and Canada, and the polar wilderness of Antarctica. …”

“…The work of scholars who explored the thick forest of Innico and Alfonso D’Avalos descendants do not allow to completely outline the history of this family. …”

“…The examples range from medical training and forest bathing to culinary and perfumery classes. …”

“…On the supply side, increased production through land expansion will be curtailed in the future to prevent further destruction of forest areas and the area under cultivation actually reduced. …”

“…Various control strategies were developed to reduce the negative effects of diseases on food, fiber, and forest crops products. For the past fifty years fungicides have played a major role in the increased productivity of several crops in most parts of the world. …”

“…Nowadays, we are overwhelmed with news about the cataclysmic effects of recent forest fires, floods, and storms. Due to the ongoing climate crisis, extreme weather events will likely have ever greater impacts on our lives. …”

“…The expert authors in this specially commissioned collection focus on the likely costs and benefits of a very wide range of policy options, including geo-engineering, mitigation of CO2, methane and 'black carbon', expanding forest, research and development of low-carbon energy and encouraging green technology transfer. …”

“…Opening with the story of three generations of her family's own sustainable forest practices, the book presents research into Pacific Northwest forestry, timber and Cross-Laminated Timber manufacturing practices, to carbon analysis and carbon comparisons between standard building construction assemblies and technologies…”

Acceso restringido con credenciales UPSA

Acceso restringido con credenciales UPSA

Acceso restringido con credenciales UPSA

Acceso restringido con credenciales UPSA

Enlace del recurso

“…Next, you will work with binary prediction models, such as data classification using k-nearest neighbors, decision trees, and random forests. The book will also cover algorithms for regression analysis, such as ridge and lasso regression, and their implementation in Python. …”