Robotic Process Automation using UiPath StudioX

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Author :
Publisher : Apress
ISBN 13 : 9781484267936
Total Pages : 628 pages
Book Rating : 4.2/5 (679 download)

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Book Synopsis Robotic Process Automation using UiPath StudioX by : Adeel Javed

Download or read book Robotic Process Automation using UiPath StudioX written by Adeel Javed and published by Apress. This book was released on 2021-04-02 with total page 628 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn about Robotic Processing Automation (RPA) and how to build bots using UiPath. This book uses hands-on examples to explain the basics of UiPath and then walks you through real-world prototypes for testing your knowledge. Organizations around the world are implementing RPA in some capacity, and there is a shortage of RPA developers in the market. Analysts predict that the RPA market size will be worth $4 Billion by 2025. With UiPath as one of the three major players in the RPA market, professionals and students can use this book to get ahead of the curve. This book helps you kick-start your automation journey with a special focus on one of the most popular RPA tools: UiPath. Robotic Process Automation using UiPath explains in detail the various features and functionalities of the RPA platform including development, debugging, and error handling. What You'll Learn Create robots from scratch, using one of the market leaders in RPA Develop automation apps and deploy them to all the computers in your department Build, test and perform enterprise automation tasks with UiPath Understand the key building blocks and components of UiPath Apply UiPath programming techniques to deploy robot configurations Review email Automation Automate Excel and PDF interactions Who This Book Is For RPA developers and business users alike, bringing the power and skill set of automation to anyone interested in citizen-led development, specifically UiPath StudioX. The simple exercises and no-code platform require no prior programming or RPA knowledge to follow along with this beginner's guide.

Robotic Process Automation Using UiPath StudioX

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Publisher :
ISBN 13 : 9781484267950
Total Pages : 0 pages
Book Rating : 4.2/5 (679 download)

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Book Synopsis Robotic Process Automation Using UiPath StudioX by : Adeel Javed

Download or read book Robotic Process Automation Using UiPath StudioX written by Adeel Javed and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn about Robotic Processing Automation (RPA) and how to build bots using UiPath. This book uses hands-on examples to explain the basics of UiPath and then walks you through real-world prototypes for testing your knowledge. Organizations around the world are implementing RPA in some capacity, and there is a shortage of RPA developers in the market. Analysts predict that the RPA market size will be worth $4 Billion by 2025. With UiPath as one of the three major players in the RPA market, professionals and students can use this book to get ahead of the curve. This book helps you kick-start your automation journey with a special focus on one of the most popular RPA tools: UiPath. Robotic Process Automation using UiPath explains in detail the various features and functionalities of the RPA platform including development, debugging, and error handling. You will: Create robots from scratch, using one of the market leaders in RPA Develop automation apps and deploy them to all the computers in your department Build, test and perform enterprise automation tasks with UiPath Understand the key building blocks and components of UiPath Apply UiPath programming techniques to deploy robot configurations Review email Automation Automate Excel and PDF interactions.

Robotic Process Automation Projects

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1839210958
Total Pages : 380 pages
Book Rating : 4.8/5 (392 download)

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Book Synopsis Robotic Process Automation Projects by : Nandan Mullakara

Download or read book Robotic Process Automation Projects written by Nandan Mullakara and published by Packt Publishing Ltd. This book was released on 2020-05-26 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn RPA by building business solutions such as ERP and CRM automation, software robots, and intelligent process automation from scratch Key FeaturesUse popular RPA tools Automation Anywhere A2019 and UiPath, for real-world task automationBuild automation solutions for domains such as System Administration, Finance, HR, Supply Chain, and Customer RelationsExtend your RPA capabilities by implementing Intelligent process automation with APIs and AIBook Description Robotic Process automation helps businesses to automate monotonous tasks that can be performed by machines. This project-based guide will help you progress through easy to more advanced RPA projects. You'll learn the principles of RPA and how to architect solutions to meet the demands of business automation, along with exploring the most popular RPA tools - UiPath and Automation Anywhere. In the first part, you'll learn how to use UiPath by building a simple helpdesk ticket system. You'll then automate CRM systems by integrating Excel data with UiPath. After this, the book will guide you through building an AI-based social media moderator using Google Cloud Vision API. In the second part, you'll learn about Automation Anywhere's latest Cloud RPA platform (A2019) by creating projects such as an automated ERP administration system, an AI bot for order and invoice processing, and an automated emergency notification system for employees. Later, you'll get hands-on with advanced RPA tasks such as invoking APIs, before covering complex concepts such as Artificial Intelligence (AI) and machine learning in automation to take your understanding of RPA to the next level. By the end of the book, you'll have a solid foundation in RPA with experience in building real-world projects. What you will learnExplore RPA principles, techniques, and tools using an example-driven approachUnderstand the basics of UiPath by building a helpdesk ticket generation systemAutomate read and write operations from Excel in a CRM system using UiPathBuild an AI-based social media moderator platform using Google Cloud Vision API with UiPathExplore how to use Automation Anywhere by building a simple sales order processing systemBuild an automated employee emergency reporting system using Automation AnywhereTest your knowledge of building an automated workflow through fun exercisesWho this book is for This RPA book is for enterprise application developers, software developers, business analysts, or any professional who wants to implement RPA across various domains of the business. The book assumes some understanding of enterprise systems. Computer programming experience will also be beneficial.

Robotic Process Automation Using UiPath StudioX

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Publisher :
ISBN 13 : 9781484278765
Total Pages : 0 pages
Book Rating : 4.2/5 (787 download)

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Book Synopsis Robotic Process Automation Using UiPath StudioX by : Adeel Javed

Download or read book Robotic Process Automation Using UiPath StudioX written by Adeel Javed and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn about Robotic Processing Automation (RPA) and how to build bots using UiPath. This book uses hands-on examples to explain the basics of UiPath and then walks you through real-world prototypes for testing your knowledge. Organizations around the world are implementing RPA in some capacity, and there is a shortage of RPA developers in the market. Analysts predict that the RPA market size will be worth $4 Billion by 2025. With UiPath as one of the three major players in the RPA market, professionals and students can use this book to get ahead of the curve. This book helps you kick-start your automation journey with a special focus on one of the most popular RPA tools: UiPath. Robotic Process Automation using UiPath explains in detail the various features and functionalities of the RPA platform including development, debugging, and error handling. You will: Create robots from scratch, using one of the market leaders in RPA Develop automation apps and deploy them to all the computers in your department Build, test and perform enterprise automation tasks with UiPath Understand the key building blocks and components of UiPath Apply UiPath programming techniques to deploy robot configurations Review email Automation Automate Excel and PDF interactions.

Learning Robotic Process Automation

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1788396510
Total Pages : 349 pages
Book Rating : 4.7/5 (883 download)

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Book Synopsis Learning Robotic Process Automation by : Alok Mani Tripathi

Download or read book Learning Robotic Process Automation written by Alok Mani Tripathi and published by Packt Publishing Ltd. This book was released on 2018-03-28 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design RPA solutions to perform a wide range of transactional tasks with minimal cost and maximum ROI Key Features A beginner's guide to learn Robotic Process Automation and its impact on the modern world Design, test, and perform enterprise automation task with UiPath Create Automation apps and deploy them to all the computers in your department. Book Description Robotic Process Automation (RPA) enables automating business processes using software robots. Software robots interpret, trigger responses, and communicate with other systems just like humans do. Robotic processes and intelligent automation tools can help businesses improve the effectiveness of services faster and at a lower cost than current methods. This book is the perfect start to your automation journey, with a special focus on one of the most popular RPA tools: UiPath. Learning Robotic Process Automation takes you on a journey from understanding the basics of RPA to advanced implementation techniques. You will become oriented in the UiPath interface and learn about its workflow. Once you are familiar with the environment, we will get hands-on with automating different applications such as Excel, SAP, Windows and web applications, screen and web scraping, working with user events, as well as understanding exceptions and debugging. By the end of the book, you'll not only be able to build your first software bot, but also you'll wire it to perform various automation tasks with the help of best practices for bot deployment. What you will learn Understand Robotic Process Automation technology Learn UiPath programming techniques to deploy robot configurations Explore various data extraction techniques Learn about integrations with various popular applications such as SAP and MS Office Debug a programmed robot including logging and exception handling Maintain code version and source control Deploy and control Bots with UiPath Orchestrator Who this book is for If you would like to pursue a career in Robotic Process Automation or improve the efficiency of your businesses by automating common tasks, then this book is perfect for you. Prior programming knowledge of either Visual Basic or C# will be useful.

UiPath Associate Certification Guide

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Publisher : Packt Publishing Ltd
ISBN 13 : 1801079382
Total Pages : 558 pages
Book Rating : 4.8/5 (1 download)

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Book Synopsis UiPath Associate Certification Guide by : Niyaz Ahmed

Download or read book UiPath Associate Certification Guide written by Niyaz Ahmed and published by Packt Publishing Ltd. This book was released on 2022-06-30 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical syllabus-based UiPath Associate certification guide to confidently passing your UiPath RPA Associate certification examination, covering real-world business cases, mock tests, and more Key Features • Get certified successfully with this detailed syllabus-oriented examination guide • Work with real-world business cases that will help you grasp RPA topics better using practical examples • Practice with quizzes and mock exam papers with answers to prepare for the exam confidently Book Description UiPath is the most popular vendor in the Robotic Process Automation (RPA) industry. If you're an RPA enthusiast or citizen developer who wants to succeed in the industry, achieving this certification can help you get accredited and ready for real-world challenges using UiPath. UiPath Associate Certification Guide offers complete, up-to-date coverage of the UiPath RPA Associate certification exam to help you pass on the first attempt and get certified. The book is written in a clear, succinct way with self-assessment questions, quizzes with answers at the end of each chapter, exam tips, and mock exams with detailed answers and explanations. You'll start by getting to grips with the basic concepts of UiPath RPA, and then progress to an in-depth discussion of all the concepts required for Associate certification. Finally, you'll develop UiPath skills by gaining the required knowledge and implement these skills using sample business cases. By the end of this UiPath book, you'll have covered everything you need to pass the exam, gained the knowledge you need to work on real-world case studies, and learned how to apply the various concepts to build enterprise-level use cases. What you will learn • Get to grips with the basic concepts of UiPath RPA • Equip yourself with every resource required to pass the Associate exam on the first attempt • Gain the ability to apply what you've learned using real-world use cases • Work on different use cases and test your knowledge by taking quizzes • Get a feel for the real exam with practice questions and mock exams • Understand the concepts used in building enterprise-level use cases Who this book is for This RPA book is for those in technical and semi-technical roles such as citizen RPA developers, junior RPA developers, RPA developers, solution architects, business analysts, system administrators, college or university students and graduates, and UiPath and partner employees in pre-sales, services, support, and so on. If you are looking to get certified and meet the industry standard with the largest RPA vendor, then this book is for you.

The Robotic Process Automation Handbook

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Author :
Publisher : Apress
ISBN 13 : 1484257294
Total Pages : 359 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis The Robotic Process Automation Handbook by : Tom Taulli

Download or read book The Robotic Process Automation Handbook written by Tom Taulli and published by Apress. This book was released on 2020-02-28 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: While Robotic Process Automation (RPA) has been around for about 20 years, it has hit an inflection point because of the convergence of cloud computing, big data and AI. This book shows you how to leverage RPA effectively in your company to automate repetitive and rules-based processes, such as scheduling, inputting/transferring data, cut and paste, filling out forms, and search. Using practical aspects of implementing the technology (based on case studies and industry best practices), you’ll see how companies have been able to realize substantial ROI (Return On Investment) with their implementations, such as by lessening the need for hiring or outsourcing. By understanding the core concepts of RPA, you’ll also see that the technology significantly increases compliance – leading to fewer issues with regulations – and minimizes costly errors. RPA software revenues have recently soared by over 60 percent, which is the fastest ramp in the tech industry, and they are expected to exceed $1 billion by the end of 2019. It is generally seamless with legacy IT environments, making it easier for companies to pursue a strategy of digital transformation and can even be a gateway to AI. The Robotic Process Automation Handbook puts everything you need to know into one place to be a part of this wave. What You'll Learn Develop the right strategy and planDeal with resistance and fears from employeesTake an in-depth look at the leading RPA systems, including where they are most effective, the risks and the costsEvaluate an RPA system Who This Book Is For IT specialists and managers at mid-to-large companies

Automation and Collaborative Robotics

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Publisher : Apress
ISBN 13 : 1484259645
Total Pages : 285 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Automation and Collaborative Robotics by : Peter Matthews

Download or read book Automation and Collaborative Robotics written by Peter Matthews and published by Apress. This book was released on 2020-06-30 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understand the current and future research into technologies that underpin the increasing capabilities of automation technologies and their impact on the working world of the future. Rapid advances in automation and robotics technologies are often reported in the trade and general media, often relying on scary headlines such as “Jobs Lost to Robots.” It is certainly true that work will change with the advent of smarter and faster automated workers; however, the scope and scale of the changes is still unknown. Automation may seem to be here already, but we are only at the early stages. Automation and Collaborative Robotics explores the output of current research projects that are improving the building blocks of an automated world. Research into collaborative robotics (cobotics) is merging digital, audio, and visual data to generate a commonly held view between cobots and their human collaborators. Low-power machine learning at the edge of the network can deliver decision making on cobots or to their manipulations. Topics covered in this book include: Robotic process automation, chatbots, and their impact in the near future The hype of automation and headlines leading to concerns over the future of work Component technologies that are still in the research labs Foundational technologies and collaboration that will enable many tasks to be automated with human workers being re-skilled and displaced rather than replaced What You Will Learn Be aware of the technologies currently being researched to improve or deliver automation Understand the impact of robotics, other automation technologies, and the impact of AI on automation Get an idea of how far we are from implementation of an automated future Know what work will look like in the future with the deployment of these technologies Who This Book Is For Technical and business managers interested in the future of automation and robotics, and the impact it will have on their organizations, customers, and the business world in general

Introduction to Scilab

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Publisher : Apress
ISBN 13 : 1484231929
Total Pages : 203 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Introduction to Scilab by : Sandeep Nagar

Download or read book Introduction to Scilab written by Sandeep Nagar and published by Apress. This book was released on 2017-11-11 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: Familiarize yourself with Scilab using this concise, practical tutorial that is focused on writing code to learn concepts. Starting from the basics, this book covers array-based computing, plotting, and working with files in Scilab. Introduction to Scilab is useful for industry engineers, researchers, and students who are looking for open-source solutions for numerical computation. In this book you will learn by doing, avoiding technical jargon, which makes the concepts easy to learn. First you’ll see how to run basic calculations, absorbing technical complexities incrementally as you progress toward advanced topics. Throughout, the language is kept simple to ensure that readers at all levels can grasp the concepts. After reading this book, you will come away with sample code that can be re-purposed and applied to your own projects using Scilab. What You'll Learn Apply sample code to your engineering or science problems Work with Scilab arrays, functions, and loops Use Scilab’s plotting functions for data visualization Solve numerical computing and computational engineering problems with Scilab Who This Book Is For Engineers, scientists, researchers, and students who are new to Scilab. Some prior programming experience would be helpful but not required.

Robotic Process Automation

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Publisher :
ISBN 13 : 9781983036835
Total Pages : 77 pages
Book Rating : 4.0/5 (368 download)

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Book Synopsis Robotic Process Automation by : Richard Murdoch

Download or read book Robotic Process Automation written by Richard Murdoch and published by . This book was released on 2018-05-30 with total page 77 pages. Available in PDF, EPUB and Kindle. Book excerpt: Robotics & Cognitive technology is changing the world around you Robotic Process Automation (RPA) is an exciting field that is revolutionizing the way tasks are done. Algorithms are taking over the jobs done by individuals in various markets. RPA is perfect for eliminating redundant, repetitive tasks that are holding you back from working on things that really require your attention. We are on the cusp of a revolution that is going to eliminate a lot of jobs. Rather than wait for your own job to get automated or redundant, we recommend joining the automation revolution and obtaining the skills that will enable further automation. Rise of the RobotsThis is the perfect book for you if you are looking to become an automation consultant - a field that is poised to grow dramatically in the next few years with mass unemployment becoming an increasingly probable reality. Getting into automation by specializing in RPA is an option for people who are programmers as well as non-programmers due to their intuitive design & no-code developer environments. This fascinating book features quick-start advice on how to get going with this powerful technology. We will be looking at deployment strategies, platform selection guidance, RPA project management, programming techniques and automation scenarios across a variety of different applications like Windows, Microsoft Excel, Databases, SAP, etc. Richard provides an overview of multiple, highly rated RPA platforms including Blue Prism, UiPath, Automation Anywhere, Softomotive Winautomation, etc. He also looks at the future of automation and how cognitive technologies, Machine Learning & Artificial Intelligence are expected to dramatically enhance the speed and efficiency of business in the machine age. RPA is being successfully applied to e-commerce, back-office processes, banks, financial service companies, Business Process Outsourcing, etc. Contents include: The evolution of automation technology How RPA is transforming enterprises Overview of RPA Platforms Robot Security RPA Use Cases A must-read for entrepreneurs looking to cut costs at their startup, programmers who want to stay relevant in a fast-changing world of automation, students or anyone looking to transform their careers, lives and the world around them.

UiPath: Robotic Process Automation (RPA).

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (111 download)

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Book Synopsis UiPath: Robotic Process Automation (RPA). by :

Download or read book UiPath: Robotic Process Automation (RPA). written by and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to use UiPath, a leading robotic process automation (RPA) tool, to create software robots that automate repetitive tasks.

The Definitive Guide to Conversational AI with Dialogflow and Google Cloud

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Publisher : Apress
ISBN 13 : 9781484270134
Total Pages : 405 pages
Book Rating : 4.2/5 (71 download)

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Book Synopsis The Definitive Guide to Conversational AI with Dialogflow and Google Cloud by : Lee Boonstra

Download or read book The Definitive Guide to Conversational AI with Dialogflow and Google Cloud written by Lee Boonstra and published by Apress. This book was released on 2021-06-25 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build enterprise chatbots for web, social media, voice assistants, IoT, and telephony contact centers with Google's Dialogflow conversational AI technology. This book will explain how to get started with conversational AI using Google and how enterprise users can use Dialogflow as part of Google Cloud. It will cover the core concepts such as Dialogflow essentials, deploying chatbots on web and social media channels, and building voice agents including advanced tips and tricks such as intents, entities, and working with context. The Definitive Guide to Conversational AI with Dialogflow and Google Cloud also explains how to build multilingual chatbots, orchestrate sub chatbots into a bigger conversational platform, use virtual agent analytics with popular tools, such as BigQuery or Chatbase, and build voice bots. It concludes with coverage of more advanced use cases, such as building fulfillment functionality, building your own integrations, securing your chatbots, and building your own voice platform with the Dialogflow SDK and other Google Cloud machine learning APIs. After reading this book, you will understand how to build cross-channel enterprise bots with popular Google tools such as Dialogflow, Google Cloud AI, Cloud Run, Cloud Functions, and Chatbase. ​​What You Will Learn Discover Dialogflow, Dialogflow Essentials, Dialogflow CX, and how machine learning is used Create Dialogflow projects for individuals and enterprise usage Work with Dialogflow essential concepts such as intents, entities, custom entities, system entities, composites, and how to track context Build bots quickly using prebuilt agents, small talk modules, and FAQ knowledge bases Use Dialogflow for an out-of-the-box agent review Deploy text conversational UIs for web and social media channels Build voice agents for voice assistants, phone gateways, and contact centers Create multilingual chatbots Orchestrate many sub-chatbots to build a bigger conversational platform Use chatbot analytics and test the quality of your Dialogflow agent See the new Dialogflow CX concepts, how Dialogflow CX fits in, and what’s different in Dialogflow CX Who This Book Is For Everyone interested in building chatbots for web, social media, voice assistants, or contact centers using Google’s conversational AI/cloud technology.

Practical Machine Learning in JavaScript

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Publisher :
ISBN 13 : 9781484278888
Total Pages : 0 pages
Book Rating : 4.2/5 (788 download)

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Book Synopsis Practical Machine Learning in JavaScript by : Charlie Gerard

Download or read book Practical Machine Learning in JavaScript written by Charlie Gerard and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build machine learning web applications without having to learn a new language. This book will help you develop basic knowledge of machine learning concepts and applications. You'll learn not only theory, but also dive into code samples and example projects with TensorFlow.js. Using these skills and your already honed skills as a web developer, you'll add a whole new field of development to your skill set. This will give you a more concrete understanding of the possibilities offered by machine learning. Discover how ML will impact the future of not just programming in general, but web development specifically. Get started in machine learning with web technologies. Machine learning is currently one of the most exciting technology fields with the potential to impact industries from health to home automation to retail, and even art. Google has now introduced TensorFlow.js-an iteration of TensorFlow aimed directly at web developers. Practical Machine Learning in JavaScript will help you stay relevant in the tech industry with new tools, trends, and best practices. You will: Use the JavaScript framework for ML Build machine learning applications for the web Develop dynamic and intelligent web content.

Building Arduino Projects for the Internet of Things

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Publisher : Apress
ISBN 13 : 1484219406
Total Pages : 299 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Building Arduino Projects for the Internet of Things by : Adeel Javed

Download or read book Building Arduino Projects for the Internet of Things written by Adeel Javed and published by Apress. This book was released on 2016-06-11 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gain a strong foundation of Arduino-based device development, from which you can go in any direction according to your specific development needs and desires. You'll build Arduino-powered devices for everyday use, and then connect those devices to the Internet. You'll be introduced to the building blocks of IoT, and then deploy those principles to by building a variety of useful projects. Projects in the books gradually introduce the reader to key topics such as internet connectivity with Arduino, common IoT protocols, custom web visualization, and Android apps that receive sensor data on-demand and in realtime. IoT device enthusiasts of all ages will want this book by their side when developing Android-based devices. If you're one of the many who have decided to build your own Arduino-powered devices for IoT applications, then Building Arduino Projects for the Internet of Things is exactly what you need. This book is your single resource--a guidebook for the eager-to-learn Arduino enthusiast--that teaches logically, methodically, and practically how the Arduino works and what you can build with it. Written by a software developer and solution architect who got tired of hunting and gathering various lessons for Arduino development as he taught himself all about the topic. For Arduino enthusiasts, this book not only opens up the world of IoT applications, you will also learn many techniques that likely would not be obvious if not for experience with such a diverse group of applications What You'll Learn Create an Arduino circuit that senses temperature Publish data collected from an Arduino to a server and to an MQTT broker Set up channels in Xively Using Node-RED to define complex flows Publish data visualization in a web app Report motion-sensor data through a mobile app Create a remote control for house lights Set up an app in IBM Bluematrix Who This Book Is For IoT device enthusiasts of all ages will want this book by their side when developing Android-based devices.

Applied Data Science Using PySpark

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Publisher : Apress
ISBN 13 : 9781484264997
Total Pages : 410 pages
Book Rating : 4.2/5 (649 download)

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Book Synopsis Applied Data Science Using PySpark by : Ramcharan Kakarla

Download or read book Applied Data Science Using PySpark written by Ramcharan Kakarla and published by Apress. This book was released on 2021-01-01 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the capabilities of PySpark and its application in the realm of data science. This comprehensive guide with hand-picked examples of daily use cases will walk you through the end-to-end predictive model-building cycle with the latest techniques and tricks of the trade. Applied Data Science Using PySpark is divided unto six sections which walk you through the book. In section 1, you start with the basics of PySpark focusing on data manipulation. We make you comfortable with the language and then build upon it to introduce you to the mathematical functions available off the shelf. In section 2, you will dive into the art of variable selection where we demonstrate various selection techniques available in PySpark. In section 3, we take you on a journey through machine learning algorithms, implementations, and fine-tuning techniques. We will also talk about different validation metrics and how to use them for picking the best models. Sections 4 and 5 go through machine learning pipelines and various methods available to operationalize the model and serve it through Docker/an API. In the final section, you will cover reusable objects for easy experimentation and learn some tricks that can help you optimize your programs and machine learning pipelines. By the end of this book, you will have seen the flexibility and advantages of PySpark in data science applications. This book is recommended to those who want to unleash the power of parallel computing by simultaneously working with big datasets. What You Will Learn Build an end-to-end predictive model Implement multiple variable selection techniques Operationalize models Master multiple algorithms and implementations Who This Book is For Data scientists and machine learning and deep learning engineers who want to learn and use PySpark for real-time analysis of streaming data.

Workflow Automation with Microsoft Power Automate

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Publisher : Packt Publishing Ltd
ISBN 13 : 1839218347
Total Pages : 291 pages
Book Rating : 4.8/5 (392 download)

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Book Synopsis Workflow Automation with Microsoft Power Automate by : Aaron Guilmette

Download or read book Workflow Automation with Microsoft Power Automate written by Aaron Guilmette and published by Packt Publishing Ltd. This book was released on 2020-09-18 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: Find our new updated edition to get the latest industry knowledge at your disposal Key Features Learn the latest in Power Automate with updated user interface visuals and new technology included Apply practical knowledge like managing user inputs, documents, approvals, and database storage Create flows that integrate with services both inside and outside the Microsoft 365 ecosystem Book DescriptionMicrosoft Power Automate is a workflow automation solution included in Microsoft 365. This book explores the core concepts of workflow automation, such as working with connectors, triggers, and actions, along with their practical implementation in automating business tasks and simplifying digital processes to boost enterprise productivity.What you will learn Learn the basic building blocks of Power Automate capabilities Explore connectors in Power Automate to automate email workflows Discover how to make a flow for copying files between cloud services Configure Power Automate Desktop flows for your business needs Build on examples to create complex database and approval flows Connect common business applications like Outlook, Forms, and Teams Learn the introductory concepts for robotic process automation Discover how to use AI sentiment analysis Who this book is for The book is for technologists, system administrators, and Power users with little or no Microsoft Power Automate experience. Familiarity with basic Microsoft 365 services is expected.

The Story of Work

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Publisher : Yale University Press
ISBN 13 : 030026299X
Total Pages : 551 pages
Book Rating : 4.3/5 (2 download)

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Book Synopsis The Story of Work by : Jan Lucassen

Download or read book The Story of Work written by Jan Lucassen and published by Yale University Press. This book was released on 2021-07-27 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first truly global history of work, an upbeat assessment from the age of the hunter-gatherer to the present day We work because we have to, but also because we like it: from hunting-gathering over 700,000 years ago to the present era of zoom meetings, humans have always worked to make the world around them serve their needs. Jan Lucassen provides an inclusive history of humanity’s busy labor throughout the ages. Spanning China, India, Africa, the Americas, and Europe, Lucassen looks at the ways in which humanity organizes work: in the household, the tribe, the city, and the state. He examines how labor is split between men, women, and children; the watershed moment of the invention of money; the collective action of workers; and at the impact of migration, slavery, and the idea of leisure. From peasant farmers in the first agrarian societies to the precarious existence of today’s gig workers, this surprising account of both cooperation and subordination at work throws essential light on the opportunities we face today.