AI Books

This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field

JavaScript has come a long way. It may have seemed like a "toy language" at first, but it has evolved into the powerful dominant scripting language of the Web. JavaScript is now found not only in the browser, but on the server, and it's even moving into the world of hardware. Staying on top of the latest methodologies, tools, and techniques is crit

This open cookbook provides more than 150 recipes to help scientists, engineers, programmers, and data analysts generate high-quality graphs quickly - without having to comb through all the details of R's graphing systems. Each recipe tackles a specific problem with a solution you can apply to your own project and includes a discussion of how and w

This open access book contains eight chapters that deal with database technologies, including the development history of database, database fundamentals, introduction to SQL syntax, classification of SQL syntax, database security fundamentals, database development environment, database design fundamentals, and the application of Huawei's cloud data

The PowerShell Notes for Professionals book is compiled from Stack Overflow Documentation, the content is written by the beautiful people at Stack Overflow.

Microsoft System Center 2012 R2 App Controller is uniquely positioned as both an enabler and a self-service vehicle for connecting clouds and implementing the hybrid computing model. In Microsoft's cloud computing solutions, both System Center and Windows Azure play critical roles. System Center can be used to transform enterprise IT from a device-

First Semester in Numerical Analysis with Julia presents the theory and methods, together with the implementation of the algorithms using the Julia programming language. The open access book covers computer arithmetic, root-finding, numerical quadrature and differentiation, and approximation theory. The reader is expected to have studied calculus a

The Windows Azure public cloud platform is one of the three pillars of Microsoft's Cloud OS vision that will transform the traditional datacenter environment, help businesses unlock insights in data stored anywhere, enable the development of a wide range of modern business applications, and empower IT to support users who work anywhere on any devic

Microsoft Azure HDInsight is Microsoft's fully compliant distribution of Apache Hadoop on its Azure cloud platform. Consequently, standard Hadoop concepts and technologies are directly applicable, meaning that knowledge of the Hadoop stack is transferable to the HDInsight service. In "Introducing Microsoft Azure HDInsight," the authors explore the

Step into the wonderful world of making with this book from the makers of HackSpace, now part of The MagPi magazine, filled with all the best projects, tutorials, and articles for makers and hackers. Book of Making 2025 distils the essence of HackSpace down to our favourite maker projects. Whether you want to build a rocket or hot air balloon, lear