Honeybee Toa Payoh

Machine Learning with R

Written as a tutorial to explore and understand the power of R for machine learning. This practical guide that covers all of the need to know topics in a very systematic way. For each machine learning approach, each step in the process is detailed, from preparing the data for analysis to evaluating the results. These steps will build the knowledge you need to apply them to your own data science tasks.Intended for those who want to learn how to use R's machine learning capabilities and gain insight from your data. Perhaps you already know a bit about machine learning, but have never used R; or perhaps you know a little R but are new to machine learning. In either case, this book will get you up and running quickly. It would be helpful to have a bit of familiarity with basic programming concepts, but no prior experience is required.

Biodiversity: Finance and the Economic and Business Case for Action

Asian Development Outlook (ADO) 2021

This report presents economic prospects for developing Asia and the Pacific. It includes analysis of the impacts of school closures caused by the pandemic and a theme chapter on financing a green and inclusive recovery. The theme chapter on financing a green and inclusive recovery explores the drivers and impacts of green and social finance and its prospects in the region. Recently, financial gain has joined altruistic motives for investment, which bodes well for future expansion. Policies implemented through regulatory and fiscal measures can further accelerate the development of green and social finance.