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Written by a leading developer and maintainer of the Linux kernel,Linux Kernel in a Nutshell is a comprehensiveoverview of kernel configuration and building, a critical task forLinux users and administrators. No distribution can provide a Linux kernel that meets all users'needs. Computers big and small have special requirements that requirereconfiguring and rebuilding the kernel. Whether you are trying toget sound, wireless support, and power management working on a laptopor incorporating enterprise features such as logical volume managementon a large server, you can benefit from the insights in this book. Linux Kernel in a Nutshell covers the entirerange of kernel tasks, starting with downloading the source and makingsure that the kernel is in sync ...

Create your own natural language training corpus for machine learning. Whether you're working with English, Chinese, or any other natural language, this hands-on book guides you through a proven annotation development cycle-the process of adding metadata to your training corpus to help ML algorithms work more efficiently. You don't need any programming or linguistics experience to get started.Using detailed examples at every step, you'll learn how the MATTER Annotation Development Process helps you Model, Annotate, Train, Test, Evaluate, and Revise your training corpus. You also get a complete walkthrough of a real-world annotation project.Define a clear annotation goal before collecting your dataset (corpus)Learn tools for analyzing the linguistic c...

Whether you're a photographer, scrapbooker, or aspiring graphic artist, Photoshop Elements is an ideal image-editing tool-once you know your way around. This bestselling book removes the guesswork. With candid, jargon-free advice and step-by-step guidance, you'll get the most out of Elements for everything from sharing and touching-up photos to fun print and online projects.The important stuff you need to know:Get to work right away. Import, organize, and make quick fixes with ease.Retouch any image. Repair and restore old and damaged photos.Add pizzazz. Use dozens of filters, layer styles, and special effects.Share photos. Create online albums, email-ready slideshows, and web-ready files.Find your artistic flair. Use tools to draw, paint, work with ...