This edited collection proposes a common good approach to development theory and practice. Rather than focusing on the outcomes or conditions of development, the contributors concentrate on the quality of development processes, suggesting that a common good dynamic is key in order to trigger development.
Resulting from more than three years of r...
A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms.
This book is a general introduction to machine learning that can serve as a textbook for graduate students and a reference for researchers. It covers fundamental modern topics in machine learning while providing the theoretical basi...
New Global Cities in Latin America and Asia: Welcome to the Twenty-First Century proposes new visions of global cities and regions historically considered "secondary" in the international context. The arguments are not only based on material progress made by these metropolises, but also on the growing social difficulties experienced (e.g....
NGINX is one of the most widely used web servers available today, in part because of itscapabilities as a load balancer and reverse proxy server for HTTP and other network protocols. This revised cookbook provides easy-to-follow examples of real-world problems in application delivery. Practical recipes help you set up and use either the open source...
Everyone needs a little cryptology.
The problem with crypto is that it has a reputation of being very hard and mysterious, as well as very easy to get wrong. While there are aspects of crypto that are connected to quite modern and complex theories - such as number theory, an old and deep branch of mathematics; complexity theory, a new(er) and su...
This course is organized around algorithmic issues that arise in machine learning. Modern machine learning systems are often built on top of algorithms that do not have provable guarantees, and it is the subject of debate when and why they work. In this class, we focus on designing algorithms whose performance we can rigorously analyze for fundamen...
This third ebook in the series introduces Microsoft Azure Machine Learning, a service that a developer can use to build predictive analytics models (using training datasets from a variety of data sources) and then easily deploy those models for consumption as cloud web services. The ebook presents an overview of modern data science theory and princ...
Navigating the landscape of Romantic literature and art across Europe and the Americas, An Outline of Romanticism in the West invites readers to embark upon a literary journey. Showcasing a breadth of theoretical and contextual approaches to the study of Romanticism, John Isbell provides an insightful contemporary overview of the field, paired with...
Microservices architectures introduce several benefits to the application development and delivery process. Microservices-based apps are easier to build, test, maintain, and scale. They also reduce downtime through better fault isolation.
While container-based microservices apps have profoundly changed the way DevOps teams deploy applications, t...
This open textbook supports the learning outcomes of Fanshawe College's Advanced Professional Communications curriculum (COMM 6019). Organized in five major units - Foundational Principles of Business Messaging, The Principles of Business Style, Format, and Composition, The Principles of Social, Cultural and Employment Communication, The Princ...
NoSQL is a modern data persistence storage paradigm that provides data persistence for environments where high performance is a primary requirement. Within NoSQL, data is stored in such a way as to make both writing and reading quite fast, even under heavy load.
Redis and Redis Enterprise are market-leading, multi-model NoSQL databases that brin...