This book gives an introduction to R to build up graphing, simulating and computing skills to enable one to see theoretical and statistical models in economics in a unified way. The great advantage of R is that it is free, extremely flexible and extensible. The book addresses the specific needs of economists, and helps them move up the R learning curve. It covers some mathematical topics such a…
This book presents basic ideas of machine learning in a way that is easy to understand, by providing hands-on practical advice, using simple examples, and motivating students with discussions of interesting applications. The main topics include Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, decision trees, neural networks, and support vector machines. Lat…
Students in this course will learn organizational best practices to implement diversity, equity, inclusion, and belonging in the workplace. Students will evaluate laws and policies that apply to diversity and inclusion. Students will also build cultural competencies to foster employee recruitment, motivation, satisfaction, and retention. Additionally, students will analyze the leadership skills…
Overview: This collection is intended to provide instructors with a wide variety of nonfiction examples of good writing that they can use to teach composition.
This fourteenth volume in the Poincaré Seminar Series is devoted to Niels Bohr, his foundational contributions to understanding atomic structure and quantum theory and their continuing importance today. This book contains the following chapters: - Tomas Bohr, Keeping Things Open; - Olivier Darrigol, Bohr's Trilogy of 1913; -John Heilbron, The Mind that Created the Bohr Atom; - Serge Haroche & …
This open textbook is created to accompany the course ENGL114 - Critical Reading and Response at Bay Path University.
This open textbook is created to accompany the course ENGL124 - Research and Writing in the University at Bay Path University.
This is a free textbook geared towards college-level courses about dress and identity. The purpose of the book is to help students learn about dress, identity, and how these topics intersect with marginalized communities. Everyone interacts with different people in their day-to-day lives. Having a greater understanding of others can lead to a more equitable, just society. This textbook was crea…
The Earth’s atmosphere, the thin envelope of air that surrounds our planet, consists of a mixture of gases, extending from the surface of the Earth to the edge of space and tied to the Earth mainly by its gravitational force, and partly by the magnetic field at high altitude. It comprises mainly molecular nitrogen (78% in mass) and molecular oxygen (21%), with the other 1% composed of trace …
This book constitutes the proceedings of the 12th International Conference on the Integration of Artificial Intelligence (AI) and Operations Research (OR) Techniques in Constraint Programming, CPAIOR 2015, held in Barcelona, Spain, in May 2015. The 29 papers presented together with 8 short papers in this volume were carefully reviewed and selected from 90 submissions. The purpose of the confere…