Machine Learning with R, 4th Edition
Machine learning, at its core, is concerned with transforming data into actionable knowledge. R offers a powerful set of machine learning methods to quickly and easily gain insight from your data. Machine Learning with R, Fourth Edition, provides a hands-on, accessible, and readable guide to applying machine learning to real-world problems. Whether you are an experienced R user or new to the language, Brett Lantz teaches you everything you need to know for data pre-processing, uncovering key insights, making new predictions, and visualizing your findings. This 10th Anniversary Edition features several new chapters that reflect the progress of machine learning in the last few years and help you build your data science skills and tackle more challenging problems, including making successful machine learning models and advanced data preparation, building better learners, and making use of big data. You'll also find this classic R data science book updated to R 4.0.0 with newer and better ...
Machine learning, at its core, is concerned with transforming data into actionable knowledge. R offers a powerful set of machine learning methods to quickly and easily gain insight from your data. Machine Learning with R, Fourth Edition, provides a hands-on, accessible, and readable guide to applying machine learning to real-world problems. Whether you are an experienced R user or new to the language, Brett Lantz teaches you everything you need to know for data pre-processing, uncovering key insights, making new predictions, and visualizing your findings. This 10th Anniversary Edition features several new chapters that reflect the progress of machine learning in the last few years and help you build your data science skills and tackle more challenging problems, including making successful machine learning models and advanced data preparation, building better learners, and making use of big data. You'll also find this classic R data science book updated to R 4.0.0 with newer and better ...
AWS for Solutions Architects, 2nd Edition
Are you excited to harness the power of AWS and unlock endless possibilities for your business? Look no further than the second edition of AWS for Solutions Architects! Packed with all-new content, this book is a must-have guide for anyone looking to build scalable cloud solutions and drive digital transformation using AWS. This updated edition offers in-depth guidance for building cloud solutions using AWS. It provides detailed information on AWS well-architected design pillars and cloud-native design patterns. You'll learn about networking in AWS, big data and streaming data processing, CloudOps, and emerging technologies such as machine learning, IoT, and blockchain. Additionally, the book includes new sections on storage in AWS, containers with ECS and EKS, and data lake patterns, providing you with valuable insights into designing industry-standard AWS architectures that meet your organization's technological and business requirements. Whether you're an experienced solutions archi ...
Are you excited to harness the power of AWS and unlock endless possibilities for your business? Look no further than the second edition of AWS for Solutions Architects! Packed with all-new content, this book is a must-have guide for anyone looking to build scalable cloud solutions and drive digital transformation using AWS. This updated edition offers in-depth guidance for building cloud solutions using AWS. It provides detailed information on AWS well-architected design pillars and cloud-native design patterns. You'll learn about networking in AWS, big data and streaming data processing, CloudOps, and emerging technologies such as machine learning, IoT, and blockchain. Additionally, the book includes new sections on storage in AWS, containers with ECS and EKS, and data lake patterns, providing you with valuable insights into designing industry-standard AWS architectures that meet your organization's technological and business requirements. Whether you're an experienced solutions archi ...
Prototype and script.aculo.us
Tired of getting swamped in the nitty-gritty of cross-browser, Web 2.0-grade JavaScript? Get back in the game with Prototype and script.aculo.us, two extremely popular JavaScript libraries, that make it a walk in the park. Be it AJAX, drag and drop, auto-completion, advanced visual effects, or many other great features, all you need is to write one or two lines of script that look so good they could almost pass for Ruby code! ...
Tired of getting swamped in the nitty-gritty of cross-browser, Web 2.0-grade JavaScript? Get back in the game with Prototype and script.aculo.us, two extremely popular JavaScript libraries, that make it a walk in the park. Be it AJAX, drag and drop, auto-completion, advanced visual effects, or many other great features, all you need is to write one or two lines of script that look so good they could almost pass for Ruby code! ...
Office 2010: The Missing Manual
Whether you're new to Microsoft Office or have used it for years, this clear and friendly primer helps you be productive with Word, Outlook, Excel, PowerPoint, Access, and the rest of the Office apps from day one. Learn what's new in Office 2010 and get a complete, step-by-step guide to each of its main programs, along with details on Publisher, OneNote, and Office Web Apps. With this Missing Manual on hand, you'll be creating professional-quality documents, spreadsheets, presentations, and databases in no time. ...
Whether you're new to Microsoft Office or have used it for years, this clear and friendly primer helps you be productive with Word, Outlook, Excel, PowerPoint, Access, and the rest of the Office apps from day one. Learn what's new in Office 2010 and get a complete, step-by-step guide to each of its main programs, along with details on Publisher, OneNote, and Office Web Apps. With this Missing Manual on hand, you'll be creating professional-quality documents, spreadsheets, presentations, and databases in no time. ...
Windows PowerShell Cookbook, 2nd Edition
This introduction to the Windows PowerShell language and scripting environment provides more than 430 task-oriented recipes to help you solve the most complex and pressing problems, and includes more than 100 tried-and-tested scripts that intermediate to advanced system administrators can copy and use immediately. You'll find hands-on tutorials on fundamentals, common tasks, and administrative jobs that you can apply whether you're on a client or server version of Windows. ...
This introduction to the Windows PowerShell language and scripting environment provides more than 430 task-oriented recipes to help you solve the most complex and pressing problems, and includes more than 100 tried-and-tested scripts that intermediate to advanced system administrators can copy and use immediately. You'll find hands-on tutorials on fundamentals, common tasks, and administrative jobs that you can apply whether you're on a client or server version of Windows. ...
Windows 7: The Missing Manual
In early reviews, geeks raved about Windows 7. But if you're an ordinary mortal, learning what this new system is all about will be challenging. Fear not: David Pogue's Windows 7: The Missing Manual comes to the rescue. Like its predecessors, this book illuminates its subject with reader-friendly insight, plenty of wit, and hardnosed objectivity for beginners as well as veteran PC users. ...
In early reviews, geeks raved about Windows 7. But if you're an ordinary mortal, learning what this new system is all about will be challenging. Fear not: David Pogue's Windows 7: The Missing Manual comes to the rescue. Like its predecessors, this book illuminates its subject with reader-friendly insight, plenty of wit, and hardnosed objectivity for beginners as well as veteran PC users. ...
Windows 7 Annoyances
Windows 7 may be faster and more stable than Windows Vista, but that's a far cry from problem-free. With Windows 7 Annoyances, you'll learn how to deal with a wide range of nagging problems before they deal with you. Annoyances.org founder David Karp offers you the tools to fix all sorts of Windows 7 issues, along with solutions, hacks, and timesaving tips to make the most of your PC. ...
Windows 7 may be faster and more stable than Windows Vista, but that's a far cry from problem-free. With Windows 7 Annoyances, you'll learn how to deal with a wide range of nagging problems before they deal with you. Annoyances.org founder David Karp offers you the tools to fix all sorts of Windows 7 issues, along with solutions, hacks, and timesaving tips to make the most of your PC. ...
vi and Vim Editors Pocket Reference, 2nd Edition
Many Unix, Linux, and Mac OS X geeks enjoy using the powerful, platform-agnostic text editors vi and Vim, but there are far too many commands for anyone to remember. Author Arnold Robbins has chosen the most valuable commands for vi, Vim, and vi's main clones-vile, elvis, and nvi-and packed them into this easy-to-browse pocket reference. You'll find commands for all kinds of editing tasks, including programming, modifying system files, writing and marking up articles, and more. ...
Many Unix, Linux, and Mac OS X geeks enjoy using the powerful, platform-agnostic text editors vi and Vim, but there are far too many commands for anyone to remember. Author Arnold Robbins has chosen the most valuable commands for vi, Vim, and vi's main clones-vile, elvis, and nvi-and packed them into this easy-to-browse pocket reference. You'll find commands for all kinds of editing tasks, including programming, modifying system files, writing and marking up articles, and more. ...
Up and Running with Joomla, 2nd Edition
Need to launch a feature-rich website quickly where you have one or more people authoring the content? Want to use a powerful, robust, and scalable Content Management System (CMS) you can trust? This Short Cut will get you up and running with Joomla 1.5, a freely available open source CMS. Learn how to install, configure, customize, and extend your Joomla installation. Also learn the tricks of the trade in how to set up and manage both your content and your users. Joomla can be a challenge to understand at first, so drastically cut your "get up to speed" time by taking the Short Cut! ...
Need to launch a feature-rich website quickly where you have one or more people authoring the content? Want to use a powerful, robust, and scalable Content Management System (CMS) you can trust? This Short Cut will get you up and running with Joomla 1.5, a freely available open source CMS. Learn how to install, configure, customize, and extend your Joomla installation. Also learn the tricks of the trade in how to set up and manage both your content and your users. Joomla can be a challenge to understand at first, so drastically cut your "get up to speed" time by taking the Short Cut! ...
Understanding MySQL Internals
Although MySQL's source code is open in the sense of being publicly available, it's essentially closed to you if you don't understand it. This book provides a comprehensive tour of MySQL 5 that shows you how to figure out the inner-workings of this powerful database. You'll learn how data structures and convenience functions operate, how to add new storage engines and configuration options, and much more. ...
Although MySQL's source code is open in the sense of being publicly available, it's essentially closed to you if you don't understand it. This book provides a comprehensive tour of MySQL 5 that shows you how to figure out the inner-workings of this powerful database. You'll learn how data structures and convenience functions operate, how to add new storage engines and configuration options, and much more. ...