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...
Svelte is an exciting Web framework that offers a fresh new take on how to build Web applications.
If you are already experienced in React, Vue, Angular or other frontend frameworks you might be pleasantly surprised by Svelte.
My first impression with Svelte was that it all feels so much more like plain JavaScript than working with other fram...
The way a user might perceive and use data and the optimal way a computer system might store it are often very different. In this Database Design Succinctly, learn how to model the user's information into data in a computer database system in such a way as to allow the system to produce useful results for the end user. Joseph D. Booth will cov...
This work introduces a new specification and verification approach for dynamic systems. The introduced approach is able to provide type II error free results by definition, i.e. there are no hidden faults in the verification result. The approach is based on Kaucher interval arithmetic to enclose the measurement in a bounded error sense. The develop...
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...
This book is designed as an introduction to containers and Kubernetes by way of Node.js. Containers are the basis for distributed, repeatable workflows with orchestrators such as Kubernetes, and they allow developers and operators to develop applications consistently across environments and deploy in a repeatable and predictable fashion.
The exa...
MongoDB is one of the biggest players in the NoSQL database market, providing high performance, high availability, and automatic scaling. It's an open-source document database written in C++ and hosted on GitHub. Zoran Maksimovic's MongoDB 3 Succinctly touches on the most important aspects of the MongoDB database that application develope...
Azure Web Apps is a fully managed platform that you can use to build mission-critical web applications that are highly available, secure, and scalable to global proportions. Combined with first-class tooling from Visual Studio and the Microsoft Azure Tools, the Azure Web Apps service is the fastest way to get your web application to production. Azu...
The world of machine learning is evolving so quickly that it's challenging to find real-life use cases that are relevant to your day-to-day work.
That's why we've created this comprehensive guide you can start using right away. Get everything you need - use cases, code samples and notebooks - so you can start putting the Databrick...
This book is geared towards users who have no Revit background. It starts with Revit basics such as how to create walls, floors, roof, but it also covers more advanced topics such as creating a complex object, preparing construction documents, and modeling mechanical and structural systems.
This book is an open education platform for Architectur...
Use of redundant servers has long been a solution for meeting sudden spikes in demand, machine failures, and outages. Cloud services greatly reduce the cost and hassle of provisioning redundant equipment and load balancers and give you the ability to deal with separate network, application, and client-side loads. But today there are many options to...
Every enterprise application creates data, whether it consists of log messages, metrics, user activity, or outgoing messages. Moving all this data is just as important as the data itself. With this updated edition, application architects, developers, and production engineers new to the Kafka streaming platform will learn how to handle data in motio...
You are reading a book about the Raku programming language. This language has appeared as a rename of Perl 6 in October 2019.
Like its parent, Perl 5, the Raku language keeps the spirit of being a powerful tool in many areas, from devops programs for configuration management through different command-line applications to concurrent web servers.
...
When you start building your first containerized application, you're excited about the capabilities and opportunities you encounter: it runs the same in dev and in prod, it's straightforward to put together a container image using Docker, and the distribution is taken care of by a container registry.
So, you're satisfied with how ...
Principles of Finance is targeted at the core finance course for undergraduate business majors. The book is designed for conceptual accessibility to students who are relatively early in their business curriculum, yet it is also suitable for more advanced students. Due to the wide range of audiences and course approaches, the book is designed to be ...
Svelte departs from the virtual DOM approach by compiling the code you write into native-browser JavaScript when you build your application. The result is minimal and highly optimized pure JavaScript that the browser executes with no heavy runtime. In Svelte Succinctly, Ed Freitas will show readers how to install Svelte and give them a condensed ov...
Freshly updated for GTK3, the 2nd edition of An Introduction to C & GUI Programming will teach you all you need to know to write simple programs in C and start creating GUIs, even if you're an absolute beginner.
The first half of the book is an introduction to C, and covers the basics of writing simple command-line programs. The second ...
The power of artificial intelligence may be intimidating, but Microsoft provides the Bot Framework Composer to simplify the process of building conversational AI bots. Conversational bots are especially useful in serving different segments of a business, like customer support, sales, and administration. In this ebook, author Ed Freitas gets you up ...
In ASP.NET Core 6 Succinctly, author Dirk Strauss guides web developers through some of the significant performance and feature improvements newly available in ASP.NET Core 6. Learn about the unmissable practicality of Hot Reload, explore super-helpful C# 10 features, pick up the essentials of how to build a minimal API, and discover how and why de...
The fourth book in the 'European Public Investment Outlook' series focuses on the urgent issue of how to finance needed investment in critical tangible and intangible infrastructure given high levels of public debt, a thorny problem facing many governments across Europe. Drawing on expertise from academics, researchers at public policy in...