The subject of this book is automated learning, or, as we will more often call it, Machine Learning (ML). That is, we wish to program computers so that they can "learn" from input available to them. Roughly speaking, learning is the process of converting experience into expertise or knowledge. The input to a learning algorithm is training...
Today we are witnessing an increased use of data visualization in society. Across domains such as work, education and the news, various forms of graphs, charts and maps are used to explain, convince and tell stories. In an era in which more and more data are produced and circulated digitally, and digital tools make visualization production increasi...
A study of Internet blocking and filtering around the world: analyses by leading researchers and survey results that document filtering practices in dozens of countries.
Many countries around the world block or filter Internet content, denying access to information that they deem too sensitive for ordinary citizens - most often about politics, b...
Gradle is an open-source build automation system conceived upon a Groovy-based domain-specific language. Gradle was designed for multi-project builds, as a build tool and a means for automating the compilation, test, and release process. In Gradle Succinctly, author José Roberto Olivas Mendoza will show readers how to improve their projects' ...
The technology of mechanized program verification can play a supporting role in many kinds of research projects in computer science, and related tools for formal proof-checking are seeing increasing adoption in mathematics and engineering. This book provides an introduction to the Coq software for writing and checking mathematical proofs. It takes ...
Software has become a key component of contemporary life and algorithmic techniques that rank, classify, or recommend anything that fits into digital form are everywhere. This book approaches the field of information ordering conceptually as well as historically. Building on the philosophy of Gilbert Simondon and the cultural techniques tradition, ...
This concise and highly accessible textbook outlines the principles and techniques of storytelling. It is intended as a high-school and college-level introduction to the central concepts of narrative theory - concepts that will aid students in developing their competence not only in analysing and interpreting short stories and novels, but also in w...
Innovation is the forgotten key to modern systems development - the element that defines the enterprising engineer, the thriving software firm and the cutting edge software application. Traditional forms of technical education pay little attention to creativity - often encouraging overly rationalistic ways of thinking which stifle the ability to in...
A refreshing intervention in dance studies, this book brings together elements of historiography, cultural memory, folklore, and dance across comparatively narrow but markedly heterogeneous localities. Rooted in investigations of often newly discovered primary sources, the essays afford many opportunities to compare sociocultural and political reac...
Pirate, Tree and Bear are making it difficult to sleep. By day they are great friends, but when night comes, everything changes. No one can sleep. The Dream Pillow is a story about how to change bad dreams into good ones.
A boy who is afraid because everything changes at night learns about dreaming and how to have good dreams....
Have you ever heard of a fish that can't swim?
A boy who can run, jump, and climb but cannot swim brings a fish to life and learns from it....
Where is Lulu and why is she hiding?
To avoid returning a favorite book to the library, Lulu hides from her mother....
Naledi is taking the train for the first time and wonders what kind of people she will see. The train is full of surprises!
Taking the train for the first time, Naledi wonders what kind of people she and her mother will meet on their way to the beach....
Zandi has a friend that no one else can see. His name is Birdy Monster. They mix up magic potions, play pretend and go on adventures together.
Zandi like to play with her imaginary friend Birdy Monster....
Wiggle jiggle wriggle with the wiggly worm, on a fun adventure that is full of surprises....
This open volume presents a novel computational framework for understanding how collections of excitable cells work. The key approach in the text is to model excitable tissue by representing the individual cells constituting the tissue. This is in stark contrast to the common approach where homogenization is used to develop models where the cells a...
Discrete Mathematics: An Open Introduction is a free, open source textbook appropriate for a first or second year undergraduate course for math majors, especially those who will go on to teach. Since Spring 2013, the book has been used as the primary textbook or a supplemental resource at more than 75 colleges and universities around the world (see...
Get a head start evaluating Windows 10-with technical insights from award-winning journalist and Windows expert Ed Bott. This guide introduces new features and capabilities, providing a practical, high-level overview for IT professionals ready to begin deployment planning now.
The goal of this book is to help you sort out what's new in Wind...
This book provides a handbook of algorithmic recipes from the fields of Metaheuristics, Biologically Inspired Computation and Computational Intelligence that have been described in a complete, consistent, and centralized manner. These standardized descriptions were carefully designed to be accessible, usable, and understandable. Most of the algorit...
This book is a a discussion of the calculation of specific formulas in finance. The field of finance has seen a rapid development in recent years, with increasing mathematical sophistication. While the formalization of the field can be traced back to the work of Markowitz (1952) on investors mean-variance decisions and Modigliani and Miller (1958) ...
How do you write truly elegant code with Ruby? Ruby Best Practices is for programmers who want to use Ruby as experienced Rubyists do. Written by the developer of the Ruby project Prawn, this concise book explains how to design beautiful APIs and domain-specific languages with Ruby, as well as how to work with functional programming ideas and techn...
Serverless computing can be a powerful, cost-effective solution when your cloud-based apps and services don't need to run 24/7. Best of all, it saves you from the headache of tinkering with server configurations and settings. In Azure Serverless Succinctly, author Sander Rossel provides a clear guide to working with Azure Functions, Logic Apps...
Bosun is an open-source monitoring and alerting system created by Stack Overflow. It has an expressive domain specific language for evaluating alerts and creating detailed notifications. It also lets you test your alerts against historical data for a faster development experience.
It is an unofficial and free Bosun book created for educational p...
Everything Flows explores the metaphysical thesis that the living world is not made up of substantial particles or things, as has often been supposed, but is rather constituted by processes. The biological domain is organised as an interdependent hierarchy of processes, which are stabilized and actively maintained at different timescales. Even enti...
Have you ever looked deep into the eyes of an animal and felt entirely known? Often, the connections we share with non-human animals represent our safest and most reliable relationships, offering unique and profound opportunities for healing in periods of hardship. This book focuses on research developments, models, and practical applications of hu...
Adoption of cloud-native application architectures is helping many organizations transform their IT into a force for true agility in the marketplace. This report defines the unique characteristics of cloud-native application architectures such as microservices and twelve-factor applications.
Author Matt Stine also examines the cultural, organiza...
This lucid and comprehensive collection of essays by an international group of scholars constitutes a photo-historical survey of select photographers who embraced National Socialism during the Third Reich. These photographers developed and implemented physiognomic and ethnographic photography, and, through a Selbstgleichschaltung (a self-co-ordinat...
A little boy and his dad find a plot full of litter. Can they turn it into something wonderful?...