Machine Learning with R. Learn techniques for building and improving machine learning models, from data preparation to model tuning, evaluation, and working with big data - Fourth Edition

Brett Lantz

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 libraries, advice on ethical and bias issues in machine learning, and an introduction to deep learning. Whether you're looking to take your first steps with R for machine learning or making sure your skills and knowledge are up to date, this is an unmissable read that will help you find powerful new insights in your data.

Architecting Google Cloud Solutions. Learn to design robust and future-proof solutions with Google Cloud technologies

Victor Dantas

Google has been one of the top players in the public cloud domain thanks to its agility and performance capabilities. This book will help you design, develop, and manage robust, secure, and dynamic solutions to successfully meet your business needs.You'll learn how to plan and design network, compute, storage, and big data systems that incorporate security and compliance from the ground up. The chapters will cover simple to complex use cases for devising solutions to business problems, before focusing on how to leverage Google Cloud's Platform-as-a-Service (PaaS) and Software-as-a-Service (SaaS) capabilities for designing modern no-operations platforms. Throughout this book, you'll discover how to design for scalability, resiliency, and high availability. Later, you'll find out how to use Google Cloud to design modern applications using microservices architecture, automation, and Infrastructure-as-Code (IaC) practices. The concluding chapters then demonstrate how to apply machine learning and artificial intelligence (AI) to derive insights from your data. Finally, you will discover best practices for operating and monitoring your cloud solutions, as well as performing troubleshooting and quality assurance.By the end of this Google Cloud book, you'll be able to design robust enterprise-grade solutions using Google Cloud Platform.

Instant HTML5 2D Platformer. Learn how to develop a 2D HTML5 platformer that is capable of running in modern browsers

Aidan Temple

Game development has traditionally only been accessible to those with experience in computer science and access to the best or most expensive development tools. However, with the advent of technologies such as HTML5 and the ability to self-publish, web-based games such as those on Facebook and smartphones are becoming more attractive to develop than ever before. Through the use of open technologies such as HTML5, anyone with even a basic understanding of games development can begin to develop video games in their spare time and publish them to the Web or as an application for mobile devices.Instant HTML5 2D Platformer is a practical, hands-on guide that provides you with a number of clear, step-by-step, task-based exercises, which are used to discuss game development and put into practice development techniques through the use of HTML5 and JavaScript. This book looks at the creation of a 2D platform-based game using the HTML5 canvas element.Instant HTML5 2D Platformer introduces you to HTML5 canvas through a number of exercises, which show what the canvas is capable of. The book contains a number of clear, practical, hands-on tasks that incrementally build on the concepts of game creation and result in a 2D HTML5 platform-based game.By undertaking the tasks within this book, you will learn how to develop your own 2D HTML5 game framework that you can use in the creation of your own video games, not just the game developed within this book. Alongside this framework you will learn how to develop and understand 2D animation, game logic, and how to handle user input devices.

Talend Open Studio Cookbook. Getting familiar with Talend Open Studio will greatly enhance your data handling and integration capabilities. This is the perfect reference book for beginners and intermediates with a host of practical recipes that clarify even complex features

Rick Barton

Data integration is a key component of an organization's technical strategy, yet historically the tools have been very expensive. Talend Open Studio is the world's leading open source data integration product and has played a huge part in making open source data integration a popular choice for businesses worldwide.This book is a welcome addition to the small but growing library of Talend Open Studio resources. From working with schemas to creating and validating test data, to scheduling your Talend code, you will get acquainted with the various Talend database handling techniques. Each recipe is designed to provide the key learning point in a short, simple and effective manner.This comprehensive guide provides practical exercises that cover all areas of the Talend development lifecycle including development, testing, debugging and deployment. The book delivers design patterns, hints, tips, and advice in a series of short and focused exercises that can be approached as a reference for more seasoned developers or as a series of useful learning tutorials for the beginner.The book covers the basics in terms of schema usage and mappings, along with dedicated sections that will allow you to get more from tMap, files, databases and XML.Geared towards the whole lifecycle, the Talend Open Studio Cookbook shows readers great ways to handle everyday tasks, and provides an insight into all areas of a development cycle including coding, testing, and debugging of code to provide start-to-finish coverage of the product.

osCommerce Webmaster's Guide to Selling Online. Increase your sales and profits with expert tips on SEO, Marketing, Design, Selling Strategies, etc

Vadym Gurevych

If you have an osCommerce-based online business, you need this book. Packed with expert guidance on all aspects of building a better online, this book will make your store stand out from the crowd.All approaches and techniques described here are proven to have worked well for successful osCommerce-based online businesses among the, over 650, all around the globe with which the author has been actively involved as developer, project manager, or online business consultant.osCommerce is an open-source e-commerce solution written in PHP and MySQL that can be set up on various platforms. More than 10,000 businesses and sole traders all around the world benefit from its features and flexibility. The importance of the osCommerce community consisting of over 100,000 can not be stressed enough as this is where both online merchants and web developers can communicate and find solutions. There are many contributions ?˘‚Ǩ‚Äù modules for osCommerce that further extend its functionality ?˘‚Ǩ‚Äù making it suitable for almost every business's requirements.

Cybersecurity Strategies and Best Practices. A comprehensive guide to mastering enterprise cyber defense tactics and techniques

Milad Aslaner

If you are a cybersecurity professional looking for practical and actionable guidance to strengthen your organization’s security, then this is the book for you. Cybersecurity Strategies and Best Practices is a comprehensive guide that offers pragmatic insights through real-world case studies. Written by a cybersecurity expert with extensive experience in advising global organizations, this guide will help you align security measures with business objectives while tackling the ever-changing threat landscape. You’ll understand the motives and methods of cyber adversaries and learn how to navigate the complexities of implementing defense measures.As you progress, you’ll delve into carefully selected real-life examples that can be applied in a multitude of security scenarios. You’ll also learn how to cut through the noise and make informed decisions when it comes to cybersecurity solutions by carefully assessing vendor claims and technology offerings. Highlighting the importance of a comprehensive approach, this book bridges the gap between technical solutions and business strategies to help you foster a secure organizational environment.By the end, you’ll have the knowledge and tools necessary to improve your organization's cybersecurity posture and navigate the rapidly changing threat landscape.

Oracle Business Intelligence : The Condensed Guide to Analysis and Reporting. An introduction to Oracle Business Intelligence Solutions for business analysis and reporting

Yuli Vasiliev

Business Intelligence (BI) is the process of obtaining business information from available data and today, most businesses use BI to control their affairs. With Business Analysis and Reporting in Oracle Business Intelligence, you can quickly learn how to put the power of the Oracle Business Intelligence solutions to work. To jump start with analysis and reporting of data on an Oracle Business Intelligence SE platform and to keep the process of learning simple and interesting requires numerous annotated examples.The examples in this introductory guide will make you immediately familiar with tools included in the Oracle Business Intelligence package. This book will teach you how to find answers to common business questions and make informed business decisions as well as helping you to use Oracle Business Intelligence SE platform and prepare database for analysis. This practical, example-rich guide starts by explaining concepts behind getting business information from data. We then move smoothly onto the tools included in the Oracle Business Intelligence SE and Oracle Business Intelligence Tools packages. Along the way, we will look at how to take advantage of Discoverer Administrator, Discoverer Plus, and Discoverer Viewer for analysis and reporting. You will also learn how to build, deploy and execute reports using Oracle Reports, and integrate data from different data sources with warehousing, employing Oracle Warehouse Builder software. Covering advanced Oracle Business Intelligence features, this book will teach you how to pivot data, drill it up and down, as well as display it visually in graphs.

Reimagining Characters with Unreal Engine's MetaHuman Creator. Elevate your films with cinema-quality character designs and motion capture animation

Brian Rossney, Ciaran Kavanagh

MetaHuman Creator (MHC) is an online, user-friendly 3D design tool for creating highly realistic digital humans that can be animated within Unreal Engine (UE) and enhanced with motion capture technology. This means that filmmakers and game developers now have access to a high quality, affordable solution that was previously only available to specialist studios.This book will focus on using UE5 and MHC from a filmmaker angle. Firstly, you’ll understand how to use the online MHC to create a digital character, changing its facial structure, body type, and clothing. After that, you’ll learn all the necessary steps to bring the character into UE5 and set it up for animation. Then, using an iPhone and a webcam to capture face and body movements, you’ll mix these motion capture files, refine the animations using the MetaHuman Control Rig, and save these takes to be reused and edited again within the Level Sequencer. On top of that, you’ll learn how to create a rendered video file for film production using both the Level Sequencer and a VR Cinematic Camera. By the end of this book, you’ll have created your own MetaHuman character, as well as face and body motion capture data, and learned the necessary skills to give your future projects further realism and creative control.

Kivy Blueprints. Build your very own app-store-ready, multi-touch games and applications with Kivy!

Jacob Kovac, Mark Vasilkov

Apache Karaf Cookbook. Over 60 recipes to help you get the most out of your Apache Karaf deployments

Jamie Goodyear, Johan Edstorm, Achim Nierbeck, Heath J Kesler

JavaScript Security. Learn JavaScript security to make your web applications more secure

Eugene Liang

Working Smarter with Microsoft Project. Implement effective project control techniques to maximize efficiency and drive successful outcomes

Staci Warne

Project management is filled with various challenges, such as managing unforeseen risks, balancing priorities, and shifting project scopes, which can lead to inefficiencies. This definitive guide leverages the author’s 25+ years of industry experience to take you on a hands-on journey to unlock your full potential with Microsoft Project.This book helps you grasp the fundamental aspects of project creation, before moving on to more advanced topics, covering tracking, maintenance, and collaborative aspects for any project. You’ll find out how to track progress, optimize schedules, manage budgets, and customize reports based on business requirements by using easy-to-follow instructions and illustrations. The book taps into the author’s extensive experience as a Microsoft Certified Trainer (MCT) and Project Management Professional (PMP) to provide you with invaluable insights into managing resource overallocations, mastering advanced resource management techniques, and seamlessly integrating Microsoft Project with other tools to boost productivity and achieve success with your projects.By the end of this Microsoft Project book, you’ll be able to create professional project plans, execute projects with confidence, and consistently achieve your desired outcomes.

Practical Cybersecurity Architecture. A guide to creating and implementing robust designs for cybersecurity architects - Second Edition

Diana Kelley, Ed Moyle

Cybersecurity architecture is the discipline of systematically ensuring that an organization is resilient against cybersecurity threats. Cybersecurity architects work in tandem with stakeholders to create a vision for security in the organization and create designs that are implementable, goal-based, and aligned with the organization’s governance strategy.Within this book, you'll learn the fundamentals of cybersecurity architecture as a practical discipline. These fundamentals are evergreen approaches that, once mastered, can be applied and adapted to new and emerging technologies like artificial intelligence and machine learning. You’ll learn how to address and mitigate risks, design secure solutions in a purposeful and repeatable way, communicate with others about security designs, and bring designs to fruition. This new edition outlines strategies to help you work with execution teams to make your vision a reality, along with ways of keeping designs relevant over time. As you progress, you'll also learn about well-known frameworks for building robust designs and strategies that you can adopt to create your own designs.By the end of this book, you’ll have the foundational skills required to build infrastructure, cloud, AI, and application solutions for today and well into the future with robust security components for your organization.

The TypeScript Workshop. A practical guide to confident, effective TypeScript programming

Ben Grynhaus, Jordan Hudgens, Rayon Hunte, Matt Morgan, ...

By learning TypeScript, you can start writing cleaner, more readable code that’s easier to understand and less likely to contain bugs. What’s not to like?It’s certainly an appealing prospect, but learning a new language can be challenging, and it’s not always easy to know where to begin. This book is the perfect place to start. It provides the ideal platform for JavaScript programmers to practice writing eloquent, productive TypeScript code.Unlike many theory-heavy books, The TypeScript Workshop balances clear explanations with opportunities for hands-on practice. You’ll quickly be up and running building functional websites, without having to wade through pages and pages of history and dull, dry fluff. Guided exercises clearly demonstrate how key concepts are used in the real world, and each chapter is rounded off with an activity that challenges you to apply your new knowledge in the context of a realistic scenario.Whether you’re a hobbyist eager to get cracking on your next project, or a professional developer looking to unlock your next promotion, pick up a copy and make a start! Whatever your motivation, by the end of this book, you’ll have the confidence and understanding to make it happen with TypeScript.

Cloud Native with Kubernetes. Deploy, configure, and run modern cloud native applications on Kubernetes

Alexander Raul

Kubernetes is a modern cloud native container orchestration tool and one of the most popular open source projects worldwide. In addition to the technology being powerful and highly flexible, Kubernetes engineers are in high demand across the industry.This book is a comprehensive guide to deploying, securing, and operating modern cloud native applications on Kubernetes. From the fundamentals to Kubernetes best practices, the book covers essential aspects of configuring applications. You’ll even explore real-world techniques for running clusters in production, tips for setting up observability for cluster resources, and valuable troubleshooting techniques. Finally, you’ll learn how to extend and customize Kubernetes, as well as gaining tips for deploying service meshes, serverless tooling, and more on your cluster.By the end of this Kubernetes book, you’ll be equipped with the tools you need to confidently run and extend modern applications on Kubernetes.

Supercharging Productivity with Trello. Harness Trello’s powerful features to boost productivity and team collaboration

Brittany Joiner

Managing large projects and teams can be an immense challenge, but having an efficient project management system can make all the difference. Trello is one of the leading project management systems, however, it’s crucial to understand its features to leverage its full potential Supercharging Productivity with Trello is the perfect guide for you to enhance efficiency and do more in less time. You’ll start by exploring Trello's structure, including cards, boards, and lists, before diving into Trello card basics. Next, you’ll learn to use Trello views and templates to aggregate tasks and organize projects. You’ll then explore automation, including triggers and actions, to create powerful workflows that will help you prioritize tasks and organize your data effectively. Later, you’ll discover Power-Ups, an add-on that extends Trello's functionality. Throughout the book, you’ll find practical tips and real-world examples to gain practical knowledge. By the end of this book, you’ll be well-equipped to use Trello effectively for task and project management helping you stay on top of your game and deliver quick wins in no time.