James McCaffrey leads you through the fundamental concepts of neural networks, including their architecture, input-output, tanh and softmax activation, back-propagation, error and accuracy, normalization and encoding, and model interpretation. Although most concepts are relatively simple, there are many of them, and they interact with each other in...
The Java Notes for Professionals book is compiled from Stack Overflow Documentation, the content is written by the beautiful people at Stack Overflow....
LINQPad is a powerful testing tool for all .NET developers that can help them deliver solutions in less time. In Getting the Most from LINQPad Succinctly, returning Succinctly series author José Roberto Olivas Mendoza lays out different ways to extend the functionality built into LINQPad. In this ebook, you'll learn how to use LINQPad to quer...
This book about common design patterns / techniques used while developing with React. It includes techniques for composition, data flow, dependency management and more....
PostgreSQL for Beginners book is intended for those who only start getting acquainted with the world of PostgreSQL. It contains some basic information about this DBMS and its main features, history of its creation and development roadmap, step-by-step installation instructions and a getting started guide....
As machine learning is increasingly leveraged to find patterns, conduct analysis, and make decisions - sometimes without final input from humans who may be impacted by these findings - it is crucial to invest in bringing more stakeholders into the fold. This book of Python projects in machine learning tries to do just that: to equip the developers ...
The MATLAB Notes for Professionals book is compiled from Stack Overflow Documentation, the content is written by the beautiful people at Stack Overflow....
Extremely versatile and popular among developers, Python is a good general-purpose language that can be used in a variety of applications. For those with an understanding of English, Python is a very humanreadable programming language, allowing for quick comprehension. Because Python supports multiple styles including scripting and object-oriented ...
Crypto 101 is an introductory course on cryptography, freely available for programmers of all ages and skill levels.
Learn how to exploit common cryptographic flaws, armed with nothing but a little time and your favorite programming language.
Forge administrator cookies, recover passwords, and even backdoor your own random number generator....
The OS kernel and this book were produced as part of an advanced individual course at the Royal Institute of Technology, Stockholm. The authors had previously taken courses in OS theory, but had only minor practical experience with OS kernel development. In order to get more insight and a deeper understanding of how the theory from the previous OS ...
SAT/SMT solvers can be viewed as solvers of huge systems of equations. The difference is that SMT solvers takes systems in arbitrary format, while SAT solvers are limited to boolean equations in CNF 1 form. A lot of real world problems can be represented as problems of solving system of equations....
Microservices is an architectural style in which large, complex software applications are composed of one or more smaller services. Each of these microservices focuses on completing one task that represents a small business capability. These microservices can be developed in any programming language.
This book shows how to break out a traditiona...
Microservices is an architectural style in which large, complex software applications are composed of one or more smaller services. Each of these microservices focuses on completing one task that represents a small business capability. These microservices can be developed in any programming language. This book covers Microservices best practices fo...
When processing text files, the awk language is ideal for handling data extraction, reporting, and data-reformatting jobs. This practical guide serves as both a reference and tutorial for POSIX-standard awk and for the GNU implementation, called gawk. This book is useful for novices and awk experts alike.
In this thoroughly revised 5th edition, ...
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...
The Ionic framework is an open-source SDK built on top of Angular, integrating with Apache Cordova, and programmed using mostly Typescript and the JSON data format. It is used to build cross-platform mobile apps and Progressive Web Apps with ease, using familiar web technologies like HTML, JavaScript, and CSS. In Ionic Succinctly, Ed Freitas takes ...
Akka.NET is an open-source actor model framework written exclusively for Microsoft.NET in C# and compatible with .NET Core. It simplifies the building of scalable, concurrent, high-throughput, and low-latency systems, making life for software developers a bit easier. Zoran Maksimovic's Akka.NET Succinctly will show readers what an actor model ...
Puzzle-based learning is an active learning technique. With code puzzles, you will learn faster, smarter, and better.
Coffee Break Python Slicing is all about growing your Python expertise - one coffee at a time. The focus lies on the important slicing technique to access consecutive data ranges. Understanding slicing thoroughly is crucial for y...
This tutorial introduces libelf, a library for reading and writing object code in the Extensible Linking Format (ELF) file format.
- Getting started with libelf: obtaining a handle to an ELF object, establishing a working ELF version, and handling errors reported by libelf.
- How ELF data structures are laid out in-memory and on disk, the notions...
If you're looking to gain an introduction into the world of user experience (UX) design - or maybe even freshen up your knowledge of the field - then this UX design book is the ideal place to start.
You'll cover a wide range of topics over nine highly readable chapters, with each one acting as a mini crash course. By the end, you'...
Inferring and Explaining is a book in practical epistemology. It examines the notion of evidence and assumes that good evidence is the essence of rational thinking. Evidence is the cornerstone of the natural, social, and behavioral sciences. But it is equally central to almost all academic pursuits and, perhaps most importantly, to the basic need t...
This insightful collection of essays explores the ways in which open education can democratise access to education for all. It is a rich resource that offers both research and case studies to relate the application of open technologies and approaches in education settings around the world.
Global in perspective, this book argues strongly for the...
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...
Internet filtering, censorship of Web content, and online surveillance are increasing in scale, scope, and sophistication around the world, in democratic countries as well as in authoritarian states. The first generation of Internet controls consisted largely of building firewalls at key Internet gateways; China's famous "Great Firewall o...
Project Management Skills for All Careers offers a framework for managing projects in any career area. The concepts can be applied no matter where you work. As a matter of fact, many of our dislocated workers are trained to become certified in Project Management. Project management skills are essential and invaluable for anyone who initiates or is ...
This is an introductory book on algorithmic graph theory. Theory and algorithms are illustrated using the Sage open source mathematics software....
Welcome to Writing Unleashed, designed for use as a book in first-year college composition programs, written as an extremely brief guide for students, jam-packed with teachers' voices, students' voices, and engineered for fun....
Happiness and Utility brings together experts on utilitarianism to explore the concept of happiness within the utilitarian tradition, situating it in earlier eighteenth-century thinkers and working through some of its developments at the end of the nineteenth and beginning of the twentieth centuries. Drawing on a range of philosophical and historic...
Coffeeshops are the most famous example of Dutch tolerance. But in fact, these cannabis distributors are highly regulated. Coffeeshops are permitted to break the law, but not the rules. On the premises, there cannot be minors, hard drugs or more than 500 grams. Nor can a coffeeshop advertise, cause nuisance or sell over five grams to a person in a ...
Drawing Futures brings together international designers and artists for speculations in contemporary drawing for art and architecture.
Despite numerous developments in technological manufacture and computational design that provide new grounds for designers, the act of drawing still plays a central role as a vehicle for speculation. There is a r...
This book is based on the MOOC Responsible Innovation offered by the TU Delft. It provides a framework to reflect on the ethics and risks of new technologies. How can we make sure that innovations do justice to social and ethical values? How can we minimize (unknown) risks?
The book explains:
- The concept and importance of responsible innovati...