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Explore machine learning in Rust and learn about the intricacies of creating machine learning applications. This book begins by covering the important concepts of machine learning such as supervised, unsupervised, and reinforcement learning, and the basics of Rust. Further, you’ll dive into the more specific fields of machine learning, such as computer vision and natural language processing, and look at the Rust libraries that help create applications for those domains. We will also look at how...

DevOps for Developers delivers a practical, thorough introduction to approaches, processes and tools to foster collaboration between software development and operations. Efforts of Agile software development often end at the transition phase from development to operations. This book covers the delivery of software, this means “the last mile”, with lean practices for shipping the software to production and making it available to the end users, together with the integration of operations with earl...

Get the book that shows you not only what to study, but how to study. The only classroom-based integrated study system for professional certification gives you complete coverage of all objectives for the Red Hat Certified Linux Engineer exam, hundreds of review questions, and hands-on lab exercises. The CD-ROM features two complete pencil and paper RHCE practice exams (available to Linux users), an electronic book, and a bonus Red Hat installation screen review.

Python is a first-class tool for many researchers, primarily because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the new edition of Python Data Science Handbook do you get them all—IPython, NumPy, pandas, Matplotlib, Scikit-Learn, and other related tools. Working scientists and data crunchers familiar with reading and writing Python code will find the second edition of this com...

Architect and design data-intensive applications and, in the process, learn how to collect, process, store, govern, and expose data for a variety of use cases Key Features Integrate the data-intensive approach into your application architecture Create a robust application layout with effective messaging and data querying architecture Enable smooth data flow and make the data of your application intensive and fast Book Description Are you an architect or a developer who looks at your own applica...

Sobell's book combines the strengths of a tutorial and a reference so that beginners and experienced users alike will gain the knowledge and develop the skills to learn and use Solaris—the Sun Microsystems version of the UNIX operating system. An excellent on-going resource for reference, this book requires no programming experience, and is compatible with all releases of Solaris 2.x and both the Intel (x86) and Sparc versions of Solaris.

Discover all you can do with UNIX Shell Programming, the easy way -- and get exclusive access to an up-to-the-minute Web-based training site! Learn what shell programming is good for -- and how to choose the right shell for your needs. Learn how to customize the command line; build basic scripts; execute internal and external commands; use token splitting, environment and shell variables. Master techniques for parameter and command substitution; filename expansion and pattern matching; I/O; test...

For one-semester, undergraduate/graduate-level courses in Introductory Unix, Introductory Unix Programming, and the Unix Operating System. This accessible introduction to Unix assumes no prior knowledge of Unix and gives students all the prerequisite skills and historical knowledge they need for each new topic. (For example, sed and grep are taught before awk, which is based on those two tools). Bulletproof Unix features a personal, interactive writing style and provides students with sufficien...

Written in a friendly, example-driven Beginner's Guide format, there are plenty of step-by-step instructions to help you get started with PhoneGap. If you are a web developer or mobile application developer interested in an examples-based approach to learning mobile application development basics with PhoneGap, then this book is for you.

A step-by-step guide to understanding the principles underlying vector drawing, using illustrations and code demos along with interactive maps to fully exploit the JavaScript library to create a data visualization widget. Learning Raphael JS Vector Graphics has been written for anyone with an interest in frontend browser technologies with little or no knowledge of vector graphics drawing. Designers, integrators, frontend developers, and data visualization developers will get something out of rea...

The only precise guide to help you set up and scale ownCloud for personal and commercial usage Key Features Learn ownCloud User Management Scale ownCloud to support thousands of users Integrate user management systems such as LDAP Book DescriptionMaking your data easily accessible on multiple devices is the primary goal of ownCloud. It gives you control of your own data along with the flexibility to set it up the way you want it. Community backup to the project ensures high quality software a...

A practical guide with step-by-step examples that build on each other so you can learn by doing and get hands-on knowledge about creating your plugins, modules, and components in Joomla."Learning Joomla! 3 Extension Development, Third Edition" is for developers who want to create their own Joomla extensions. It is assumed you will have some basic PHP, HTML, and CSS knowledge, but you don't need any prior Joomla programming experience. This book will also be useful to people who just want to make...

This book takes a hands-on, tutorial-style approach that walks you step -by -step through 10 individual projects that each focus on producing a specific, real-world product or application. This book is aimed primarily at front-end developers, preferably already with a little jQuery experience, or those people that simply want to build on their existing skills with jQuery.

Learn how to use Odoo, a resourceful, open source business application platform designed to transform and modernize your business About This Book • Configure, manage, and customize Odoo to fit the needs of your business • Learn about the new Odoo 8 website builder and e-commerce features that are seamlessly integrated with Odoo's business applications • Perform step-by-step configurations of the most important Odoo applications using real-world examples Who This Book Is For This book is perf...

Key Features Book DescriptionWhat you will learn Who this book is for

Master the craft of predictive modeling in R by developing strategy, intuition, and a solid foundation in essential concepts About This Book • Grasping the major methods of predictive modeling and moving beyond black box thinking to a deeper level of understanding • Leveraging the flexibility and modularity of R to experiment with a range of different techniques and data types • Packed with practical advice and tips explaining important concepts and best practices to help you understand quickl...

Build maintainable websites with elegant Django design patterns and modern best practicesKey FeaturesExplore aspects of Django from Models and Views to testing and deploymentUnderstand the nuances of web development such as browser attack and data designWalk through various asynchronous tools such as Celery and ChannelsBook DescriptionBuilding secure and maintainable web applications requires comprehensive knowledge. The second edition of this book not only sheds light on Django, but also encaps...

This book provides both a basic understanding of stream processing in general, and practical guidance for development and research with Apache Heron in particular. It delivers to developers of streaming applications basic and systematic knowledge about Heron, which is today only scattered across project documents, technique blogs and code snippets on the Web.The book is organized in four parts: Part I describes basic knowledge about stream processing, Apache Storm, and Apache Heron (Incubating),...