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R Programming By Example. Practical, hands-on projects to help you get started with R
Omar Trejo Navarro
R is a high-level statistical language and is widely used among statisticians and data miners to develop analytical applications. Often, data analysis people with great analytical skills lack solid programming knowledge and are unfamiliar with the correct ways to use R. Based on the version 3.4, this book will help you develop strong fundamentals when working with R by taking you through a series of full representative examples, giving you a holistic view of R.We begin with the basic installation and configuration of the R environment. As you progress through the exercises, you'll become thoroughly acquainted with R's features and its packages. With this book, you will learn about the basic concepts of R programming, work efficiently with graphs, create publication-ready and interactive 3D graphs, and gain a better understanding of the data at hand. The detailed step-by-step instructions will enable you to get a clean set of data, produce good visualizations, and create reports for the results. It also teaches you various methods to perform code profiling and performance enhancement with good programming practices, delegation, and parallelization.By the end of this book, you will know how to efficiently work with data, create quality visualizations and reports, and develop code that is modular, expressive, and maintainable.
R Statistics Cookbook. Over 100 recipes for performing complex statistical operations with R 3.5
Francisco Juretig
R is a popular programming language for developing statistical software. This book will be a useful guide to solving common and not-so-common challenges in statistics. With this book, you'll be equipped to confidently perform essential statistical procedures across your organization with the help of cutting-edge statistical tools.You'll start by implementing data modeling, data analysis, and machine learning to solve real-world problems. You'll then understand how to work with nonparametric methods, mixed effects models, and hidden Markov models. This book contains recipes that will guide you in performing univariate and multivariate hypothesis tests, several regression techniques, and using robust techniques to minimize the impact of outliers in data.You'll also learn how to use the caret package for performing machine learning in R. Furthermore, this book will help you understand how to interpret charts and plots to get insights for better decision making.By the end of this book, you will be able to apply your skills to statistical computations using R 3.5. You will also become well-versed with a wide array of statistical techniques in R that are extensively used in the data science industry.
Vinay Singh
SAP HANA is an in-memory database created by SAP. SAP HANA breaks traditional database barriers to simplify IT landscapes, eliminating data preparation, pre-aggregation, and tuning. SAP HANA and in-memory computing allow you to instantly access huge volumes of structured and unstructured data, including text data, from different sources.Starting with data modeling, this fast-paced guide shows you how to add a system to SAP HANA Studio, create a schema, packages, and delivery unit. Moving on, you’ll get an understanding of real-time replication via SLT and learn how to use SAP HANA Studio to perform this. We’ll also have a quick look at SAP Business Object DATA service and SAP Direct Extractor for Data Load. After that, you will learn to create HANA artifacts—Analytical Privileges and Calculation View. At the end of the book, we will explore the SMART DATA access option and AFL library, and finally deliver pre-packaged functionality that can be used to build information models faster and easier.
Belinda Allen, Belinda L Allen, Mark Polino
Sathish Veerapandian, Harsharanjeet Kaur, Ashok Madhvarayan, Sriram...
The outbreak of the pandemic has forced the world to embrace remote working and the modern style of virtual business. However, end users may find it challenging to cope with this sudden change in working style, not aware of all the features and remote working tools available to make their life easy. Microsoft Teams is an exceptional platform, adopted by many organizations for unified communication and collaboration, and this book will help you to make the most of its capabilities.Complete with step-by-step explanations and screenshots, this book guides you through the topics that you'll find useful in your daily use of Teams. You'll learn how to manage your teams and projects with Microsoft Teams in a structured and organized way. The book provides hands-on information with a focus on the end user side to help corporate users to increase productivity and become a Microsoft Teams superuser. Finally, you'll explore the most effective ways of using the app with best practices and tips and tricks for making the most of the features available for your scenario.By the end of this Microsoft Teams book, you'll have mastered Microsoft Teams and be fully equipped as a modern collaboration end user to effectively increase your remote work productivity.
Dipti Chhatrapati, Dipti Chhatrapati, Bjoern Rapp
Lim Mei Ying
Robotic process automation is a form of business process automation where user-configured robots can emulate the actions of users. Blue Prism is a pioneer of robotic process automation software, and this book gives you a solid foundation to programming robots with Blue Prism. If you've been tasked with automating work processes, but don't know where to start, this is the book for you!You begin with the business case for robotic process automation, and then move to implementation techniques with the leading software for enterprise automation, Blue Prism. You will become familiar with the Blue Prism Studio by creating your first process. You will build upon this by adding pages, data items, blocks, collections, and loops. You will build more complex processes by learning about actions, decisions, choices, and calculations. You will move on to teach your robot to interact with applications such as Internet Explorer. This can be used for spying elements that identify what your robot needs to interact with on the screen.You will build the logic behind a business objects by using read, write, and wait stages. You will then enable your robot to read and write to Excel and CSV files. This will finally lead you to train your robot to read and send emails in Outlook. You will learn about the Control Room, where you will practice adding items to a queue, processing the items and updating the work status.Towards the end of this book you will also teach your robot to handle errors and deal with exceptions. The book concludes with tips and coding best practices for Blue Prism.
RPA Solution Architect's Handbook. Design modern and custom RPA solutions for digital innovation
Sachin Sahgal
RPA solution architects play an important role in the automation journey and initiatives within the organization. However, the implementation process is quite complex and daunting at times. RPA Solution Architect’s Handbook is a playbook for solution architects looking to build well-designed and scalable RPA solutions.You’ll begin by understanding the different roles, responsibilities, and interactions between cross-functional teams. Then, you’ll learn about the pillars of a good design: stability, maintainability, scalability, and resilience, helping you develop a process design document, solution design document, SIT/UAT scripts, and wireframes. You’ll also learn how to design reusable components for faster, cheaper, and better RPA implementation, and design and develop best practices for module decoupling, handling garbage collection, and exception handling. At the end of the book, you’ll explore the concepts of privacy, security, reporting automated processes, analytics, and taking preventive action to keep the bots healthy.By the end of this book, you’ll be well equipped to undertake a complete RPA process from design to implementation efficiently.
Srini Munagavalasa
Salesforce projects often fail not due to technology limitations, but because of unclear requirements, poor stakeholder alignment, and lack of business context. Salesforce Business Analyst Playbook, Second Edition addresses these challenges head-on, offering a complete, real-world guide for business analysts looking to elevate their impact on Salesforce implementations.Written by a seasoned Salesforce leader with over 20 years of global experience across Salesforce and SAP CRM, this updated edition introduces powerful new content, including generative AI tools, advanced analysis techniques, automated traceability, and modern Salesforce features like Flows and in-app guidance. These updates empower analysts to work smarter, whether gathering requirements, optimizing solution design, managing testing, or driving adoption. You’ll walk through the entire Salesforce project lifecycle with practical methods, stakeholder collaboration strategies, testing plans, and certification guidance, ensuring you can handle complex projects with confidence.By the end of this book, you’ll have the practical tools, templates, and confidence to lead business analysis efforts across every stage of a Salesforce project, equipped to solve real problems and adapt to Salesforce’s evolving capabilities.
Paul Goodey
Salesforce CRM’s Winter ’17 release offers a host of new features for CRM designed to transform your sales and marketing requirements. With this comprehensive guide to implementing Salesforce CRM, administrators of all levels can easily acquire deep knowledge of the platform. The book begins by guiding you through setting up users and the security settings and then progresses to configuration, data management, and data analytics. We swiftly move on to the setting up of organization wide features that affect the look and feel of the application. Process automation and approval mechanisms are covered next, along with the functional areas of Sales Cloud, Service Cloud, Marketing Cloud, and Salesforce Chatter. This book details Salesforce CRM system administration in a practical way and is an invaluable reference for both new administrators and experienced professionals. At the end of the book, techniques to further enhance the system and improve the return on investment Salesforce mobile apps and mobile administration are covered, along with Salesforce Adoption Manager. Every chapter is complete with a section containing example questions of the type that you might encounter in the certification examination.
Paul Goodey
Salesforce CRM is a market-leading customer relationship management (CRM) application that is accessed over the Internet. It is a proven system which helps to manage large volumes of information across an organization and also improves communication between departments for exceptional customer service. The CRM application is available for the management of sales projections and orders, marketing plans, knowledge management, service and support, partner relationships, and data analytics. The application greatly enhances a company's sales performance, improves customer satisfaction, and provides a robust customer relationship management system for an organization. For optimum performance of the system, there are a lot of things for you as the Salesforce administrator to know and tackle, but there isn't a single book which focuses on the administrative aspect of Salesforce CRM.Salesforce CRM Admin Cookbook enables you to instantly extend and unleash the power of Salesforce CRM. It provides clear, comprehensive instructions along with detailed screenshots and code. Whether you are looking for solutions to enhance the core features or are looking for ideas for advanced customization techniques, this book will provide you with immediate, practical, and exciting real-world recipes.This book provides practical, step-by-step instructions that cover the use of hidden features, advanced user interface techniques, solutions for process automation, and data and systems integration in detail.This book guides you through interesting topics spanning a variety of functional areas. Recipes are provided that cover data quality and automation, approval and workflow processing, solutions to increase productivity, and the integration of Salesforce CRM with external tools and applications, such as Google and Microsoft Outlook.Salesforce CRM Admin Cookbook' provides practical, step-by-step instructions to deliver enhanced functionality and extend the power of Salesforce CRM.
Paul Goodey
Salesforce CRM is a market-leading customer relationship management (CRM) application that is accessed over the internet. This application greatly enhances a company's sales performance, improves customer satisfaction, and provides a robust customer relationship management system for an organization.Salesforce CRM Admin Cookbook, Second Edition enables you to instantly extend and unleash the power of Salesforce CRM and its Lightning Experience framework. It provides clear, comprehensive instructions along with detailed screenshots and code. Whether you are looking for solutions to enhance the core features, such as data management, process automation, data validation, and home page administration, or are looking for ideas on advanced customization techniques, this book will provide you with immediate, practical, and exciting real-world recipes. This book guides you through interesting topics spanning a variety of functional areas. Recipes are provided that allow you to configure, build and extend the capability of Salesforce CRM using the Lightning Experience framework.
Paul Goodey
Salesforce CRM: The Definitive Admin Handbook is the complete guide to implementing Salesforce CRM. Whether you are looking to enhance the core features or you have already started customizing your Salesforce CRM system and are looking for guidance on advanced features. This book will show you how to get maximum benefit from this exciting product.Salesforce CRM is a market-leading customer relationship management (CRM) application that is accessed over the Internet. The CRM application provides facilities to manage sales projections and orders, marketing plans, business process automation and collaboration, service and support, and data analytics. The application greatly enhances a company's sales performance, improves team work and collaboration, and provides a robust customer relationship management strategy for an organization.Salesforce CRM: The Definitive Admin Handbook has been updated for the Spring '13 release and gives you all the information you need to administer this powerful CRM application.The book begins with the setup of users and security settings and then progresses to configuration, data management, and data analytics. Finally, the book covers the ways in which the core platform can be further extended and enhanced.Focused on the needs of the enterprise, this book provides a solution-driven approach for both business and IT specialists to get the most from the Salesforce CRM application. It begins with setting up of organization-wide features that affect the look-and-feel of the application. We will then move on to data management, analytics, process automation and approval mechanisms are then covered, along with the functional areas of Sales Cloud, Service Cloud, Marketing Cloud, and Salesforce Chatter. Finally, we will look into the methods used to further enhance the system and to improve the return on investment from the application.After reading Salesforce CRM: The Definitive Admin Handbook, you will feel comfortable with the administration features within Salesforce CRM and will have been presented with real-world scenarios to improve the setup and avoid some common pitfalls.
Rob Cowell, Lars Malmqvist
Rob Cowell is a Salesforce DevOps Advocate with extensive experience as a Salesforce Developer and Architect, guiding best practices for Salesforce DevOps. Lars Malmqvist, a 32x certified Salesforce CTA, has 15 years of experience building advanced Salesforce solutions and is the author of two books, Architecting AI Solutions on Salesforce and Salesforce Anti-Patterns. As the Salesforce Platform evolves, architects face increasing demand for advanced solutions. This book serves as your definitive guide to mastering effective DevOps practices crucial for successful Salesforce projects. Beginning with cultivating a DevOps mindset focused on collaboration and communication, it emphasizes governance, visibility, and accountability. You'll delve into tools and techniques, leveraging the robust capabilities of SFDX to craft your strategy efficiently. This book stands out for its practical approach to Salesforce packaging and CI/CD stack creation, guiding you to build a seamless automated change delivery system with freely available software. It addresses critical operational concerns such as ticket management, backups, change monitoring, and data seeding. In the final chapters, you'll discover third-party solutions to expedite your Salesforce DevOps journey, empowering you to deliver sophisticated and efficient projects.
Sharif Shaalan, Timothy Royer
The second edition of Salesforce for Beginners provides you with a holistic introduction to the Salesforce platform. Whether you need help with the lead generation process, Salesforce user management and data security, or automating tasks with Salesforce Flow, this book is for you.Throughout this new edition you will find real-world business use cases to demonstrate concepts, screenshots of the latest UI displayed for screen navigation, and exercises at the end of every chapter to test your newfound knowledge.Working with the world’s leading CRM software, you will learn how to create activities, manage leads, develop your prospects and sales pipeline using opportunities and accounts, and understand how you can enhance marketing activities using campaigns. You will be able to take your administration skills to the next level as you approach real-world user management topics such as ownership skew. You will learn about data security on the Salesforce platform, with an introduction to the role hierarchy, system and user permissions, and much more.In this new edition you'll get to explore the popular automation tool Salesforce Flow. You’ll learn about the different flow types to employ, how to construct your first flow, and how to extensively test your flow. This will allow you to come away from reading this book with a real, functional flow for your business processes.