Low Code Ai

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Low-Code AI

Author : Gwendolyn Stripling
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1098146786
Total Pages : 347 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis Low-Code AI by : Gwendolyn Stripling

Download or read book Low-Code AI written by Gwendolyn Stripling and published by "O'Reilly Media, Inc.". This book was released on 2023-09-13 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Take a data-first and use-case–driven approach with Low-Code AI to understand machine learning and deep learning concepts. This hands-on guide presents three problem-focused ways to learn no-code ML using AutoML, low-code using BigQuery ML, and custom code using scikit-learn and Keras. In each case, you'll learn key ML concepts by using real-world datasets with realistic problems. Business and data analysts get a project-based introduction to ML/AI using a detailed, data-driven approach: loading and analyzing data; feeding data into an ML model; building, training, and testing; and deploying the model into production. Authors Michael Abel and Gwendolyn Stripling show you how to build machine learning models for retail, healthcare, financial services, energy, and telecommunications. You'll learn how to: Distinguish between structured and unstructured data and the challenges they present Visualize and analyze data Preprocess data for input into a machine learning model Differentiate between the regression and classification supervised learning models Compare different ML model types and architectures, from no code to low code to custom training Design, implement, and tune ML models Export data to a GitHub repository for data management and governance

Deep Learning for Coders with fastai and PyTorch

Author : Jeremy Howard
Publisher : O'Reilly Media
ISBN 13 : 1492045497
Total Pages : 624 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Deep Learning for Coders with fastai and PyTorch by : Jeremy Howard

Download or read book Deep Learning for Coders with fastai and PyTorch written by Jeremy Howard and published by O'Reilly Media. This book was released on 2020-06-29 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala

Microsoft Conversational AI Platform for Developers

Author : Stephan Bisser
Publisher : Apress
ISBN 13 : 9781484268360
Total Pages : 279 pages
Book Rating : 4.2/5 (683 download)

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Book Synopsis Microsoft Conversational AI Platform for Developers by : Stephan Bisser

Download or read book Microsoft Conversational AI Platform for Developers written by Stephan Bisser and published by Apress. This book was released on 2021-03-08 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build a chatbot using the Microsoft Conversational AI platform. This book will teach you, step by step, how to save time and money by including chatbots in your enterprise's strategy. You will learn how to be proficient at every phase of development, from collaboration on a chatbot in an end-to-end scenario, to the first mock-up phase, and on through to the deployment and evaluation phases. Microsoft built a cloud service ecosystem for running artificial intelligence workloads in public cloud scenarios and a robust AI platform that offers a broad range of services targeting conversational artificial intelligence solutions such as chatbots. Building a chatbot requires not just developer coding skills but special considerations, including input from business stakeholders such as domain matter experts and power users. You will learn by example how to use a great set of tools and services to bridge the gap between business and engineering. You will learn how to successfully morph business requirements into actionable IT and engineering requirements. You will learn about Bot Framework Composer, which allows power users to initiate the building of a chatbot that can then be handed over to the development team to add capabilities through code. Coverage is given to the process of sharing implementation tasks and workloads between power users, who are using a low-code or no-code approach, and developers, who are building out the enhanced features for the chatbot. What You Will Learn Understand Microsoft’s comprehensive AI ecosystem and its services and solutions Recognize which solutions and services should be applied in each business scenario Discover no-code/low-code approaches for building chatbots Develop chatbots using the conversational AI stack Align business and development for improved chatbot outcomes and reduced time-to-market Who This Book Is For Developers and power users who want to build chatbots. An understanding of the core principles of writing code (.NET or JavaScript) for modern web applications is expected.

The AI Revolution in Networking, Cybersecurity, and Emerging Technologies

Author : Omar Santos
Publisher : Addison-Wesley Professional
ISBN 13 : 0138293635
Total Pages : 336 pages
Book Rating : 4.1/5 (382 download)

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Book Synopsis The AI Revolution in Networking, Cybersecurity, and Emerging Technologies by : Omar Santos

Download or read book The AI Revolution in Networking, Cybersecurity, and Emerging Technologies written by Omar Santos and published by Addison-Wesley Professional. This book was released on 2024-02-05 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: The AI Revolution is Here. Discover its Dynamic Applications in Networking, Cybersecurity, and More. AI is having a profound impact on nearly every sector of the workforce. Huge professional and financial opportunities await in the key domains of computer networking, cybersecurity, IoT, and cloud computing. The AI Revolution in Networking, Cybersecurity, and Emerging Technologies will give you the edge you need to harness AI for your benefit. Learn how AI can efficiently identify shadow data, fortify security measures, generate predictive analytics in real time, and so much more. In this comprehensive guide, Cisco professionals Omar Santos, Samer Salam, and Hazim Dahir engage you in both AI application and theory through practical case studies and predictions of future trends, which makes this book not just a valuable guide for today, but an indispensable resource for tomorrow. You'll discover how AI is building robust bridges in collaboration tools and turning IoT into a super-intelligent network of devices so you can quickly identify and resolve network security threats while enhancing network performance. This book will show you how AI can help you modernize and fortify your operations and make yourself a key asset to your company. Are you ready to join The AI Revolution in Networking, Cybersecurity, and Emerging Technologies? Gain industry-specific knowledge from experienced professionals Discover new capabilities like self-healing networks and predictive analytics Learn how AI can save time by detecting and correcting issues in real time Master techniques for security monitoring and alerting Understand potential security and privacy pitfalls of using AI, and how to guard against them Understand how AI works for you and with you Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.

Building Low-Code Applications with Mendix

Author : Bryan Kenneweg
Publisher : Packt Publishing Ltd
ISBN 13 : 1800200129
Total Pages : 332 pages
Book Rating : 4.8/5 (2 download)

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Book Synopsis Building Low-Code Applications with Mendix by : Bryan Kenneweg

Download or read book Building Low-Code Applications with Mendix written by Bryan Kenneweg and published by Packt Publishing Ltd. This book was released on 2021-02-26 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Transform your app ideas into fully functional prototypes with the help of expert tips and best practices from Mendix partners Key FeaturesMeet the ever-increasing demand for software solution delivery without having to write any codeBuild high-availability, low-cost applications unlike those developed via a traditional software engineering approachExplore Mendix from product design through to delivery using real-world scenariosBook Description Low-code is a visual approach to application development. It enables developers of varying experience levels to create web and mobile apps using drag-and-drop components and model-driven logic through a graphic user interface. Mendix is among the fastest-growing platforms that enable low-code enthusiasts to put their software ideas into practice without having to write much code, and Building Low-Code Applications with Mendix will help you get up and running with the process using examples and practice projects. The book starts with an introduction to Mendix, along with the reasons for using this platform and its tools for creating your first app. As you progress, you'll explore Mendix Studio Pro, the visual environment that will help you learn Mendix app creation. Once you have your working app ready, you'll understand how to enhance it with custom business logic and rules. Next, you'll find out how to defend your app against bad data, troubleshoot and debug it, and finally, connect it with real-world business platforms. You'll build practical skills as the book is filled with examples, real-world scenarios, and explanations of the tools needed to help you build low-code apps successfully. By the end of this book, you'll have understood the concept of low-code development, learned how to use Mendix effectively, and developed a working app. What you will learnGain a clear understanding of what low-code development is and the factors driving its adoptionBecome familiar with the various features of Mendix for rapid application developmentDiscover concrete use cases of Studio ProBuild a fully functioning web application that meets your business requirementsGet to grips with Mendix fundamentals to prepare for the Mendix certification examUnderstand the key concepts of app development such as data management, APIs, troubleshooting, and debuggingWho this book is for This book is for tech-savvy business analysts and citizen developers who want to get started with Mendix for rapid mobile and web application development. The book is also helpful for seasoned developers looking to learn a new tool/platform and for anyone passionate about designing technical solutions without wanting to indulge in the complexities of writing code. The book assumes beginner-level knowledge of object-oriented programming and the ability to translate technical solutions from business requirements.

Modern Software Engineering

Author : David Farley
Publisher : Addison-Wesley Professional
ISBN 13 : 0137314868
Total Pages : 479 pages
Book Rating : 4.1/5 (373 download)

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Book Synopsis Modern Software Engineering by : David Farley

Download or read book Modern Software Engineering written by David Farley and published by Addison-Wesley Professional. This book was released on 2021-11-16 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: Improve Your Creativity, Effectiveness, and Ultimately, Your Code In Modern Software Engineering, continuous delivery pioneer David Farley helps software professionals think about their work more effectively, manage it more successfully, and genuinely improve the quality of their applications, their lives, and the lives of their colleagues. Writing for programmers, managers, and technical leads at all levels of experience, Farley illuminates durable principles at the heart of effective software development. He distills the discipline into two core exercises: learning and exploration and managing complexity. For each, he defines principles that can help you improve everything from your mindset to the quality of your code, and describes approaches proven to promote success. Farley's ideas and techniques cohere into a unified, scientific, and foundational approach to solving practical software development problems within realistic economic constraints. This general, durable, and pervasive approach to software engineering can help you solve problems you haven't encountered yet, using today's technologies and tomorrow's. It offers you deeper insight into what you do every day, helping you create better software, faster, with more pleasure and personal fulfillment. Clarify what you're trying to accomplish Choose your tools based on sensible criteria Organize work and systems to facilitate continuing incremental progress Evaluate your progress toward thriving systems, not just more "legacy code" Gain more value from experimentation and empiricism Stay in control as systems grow more complex Achieve rigor without too much rigidity Learn from history and experience Distinguish "good" new software development ideas from "bad" ones Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.

Azure AI Services at Scale for Cloud, Mobile, and Edge

Author : Simon Bisson
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1098107993
Total Pages : 234 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis Azure AI Services at Scale for Cloud, Mobile, and Edge by : Simon Bisson

Download or read book Azure AI Services at Scale for Cloud, Mobile, and Edge written by Simon Bisson and published by "O'Reilly Media, Inc.". This book was released on 2022-04-11 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Take advantage of the power of cloud and the latest AI techniques. Whether you're an experienced developer wanting to improve your app with AI-powered features or you want to make a business process smarter by getting AI to do some of the work, this book's got you covered. Authors Anand Raman, Chris Hoder, Simon Bisson, and Mary Branscombe show you how to build practical intelligent applications for the cloud, mobile, browsers, and edge devices using a hands-on approach. This book shows you how cloud AI services fit in alongside familiar software development approaches, walks you through key Microsoft AI services, and provides real-world examples of AI-oriented architectures that integrate different Azure AI services. All you need to get started is a working knowledge of basic cloud concepts. Become familiar with Azure AI offerings and capabilities Build intelligent applications using Azure Cognitive Services Train, tune, and deploy models with Azure Machine Learning, PyTorch, and the Open Neural Network Exchange (ONNX) Learn to solve business problems using AI in the Power Platform Use transfer learning to train vision, speech, and language models in minutes

Combating Cyberattacks Targeting the AI Ecosystem

Author : Aditya K. Sood
Publisher : Stylus Publishing, LLC
ISBN 13 : 1501520555
Total Pages : 249 pages
Book Rating : 4.5/5 (15 download)

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Book Synopsis Combating Cyberattacks Targeting the AI Ecosystem by : Aditya K. Sood

Download or read book Combating Cyberattacks Targeting the AI Ecosystem written by Aditya K. Sood and published by Stylus Publishing, LLC. This book was released on 2024-10-10 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores in detail the AI-driven cyber threat landscape, including inherent AI threats and risks that exist in Large Language Models (LLMs), Generative AI applications, and the AI infrastructure. The book highlights hands-on technical approaches to detect security flaws in AI systems and applications utilizing the intelligence gathered from real-world case studies. Lastly, the book presents a very detailed discussion of the defense mechanisms and practical solutions to secure LLMs, GenAI applications, and the AI infrastructure. The chapters are structured with a granular framework, starting with AI concepts, followed by practical assessment techniques based on real-world intelligence, and concluding with required security defenses. Artificial Intelligence (AI) and cybersecurity are deeply intertwined and increasingly essential to modern digital defense strategies. The book is a comprehensive resource for IT professionals, business leaders, and cybersecurity experts for understanding and defending against AI-driven cyberattacks. FEATURES: Includes real-world case studies with detailed examples of AI-centric attacks and defense mechanisms Features hands-on security assessments with practical techniques for evaluating the security of AI systems Demonstrates advanced defense strategies with proven methods to protect LLMs, GenAI applications, and the infrastructure

Recent Trends in Image Processing and Pattern Recognition

Author : KC Santosh
Publisher : Springer Nature
ISBN 13 : 3031070054
Total Pages : 406 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Recent Trends in Image Processing and Pattern Recognition by : KC Santosh

Download or read book Recent Trends in Image Processing and Pattern Recognition written by KC Santosh and published by Springer Nature. This book was released on 2022-05-21 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the 4th International Conference on Recent Trends in Image Processing and Pattern Recognition, RTIP2R 2021, held in Msida, Malta, in December 2021. Due to the COVID-19 pandemic the conference was held online. The 19 full papers and 14 short papers presented were carefully reviewed and selected from 84 submissions. The papers are organized in the following topical sections: healthcare: medical imaging and informatics; computer vision and pattern recognition; document analysis and recognition; signal processing and machine learning; satellite imaging and remote sensing.

Big Data at Work

Author : Thomas Davenport
Publisher : Harvard Business Review Press
ISBN 13 : 1422168174
Total Pages : 241 pages
Book Rating : 4.4/5 (221 download)

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Book Synopsis Big Data at Work by : Thomas Davenport

Download or read book Big Data at Work written by Thomas Davenport and published by Harvard Business Review Press. This book was released on 2014-02-04 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Go ahead, be skeptical about big data. The author was—at first. When the term “big data” first came on the scene, bestselling author Tom Davenport (Competing on Analytics, Analytics at Work) thought it was just another example of technology hype. But his research in the years that followed changed his mind. Now, in clear, conversational language, Davenport explains what big data means—and why everyone in business needs to know about it. Big Data at Work covers all the bases: what big data means from a technical, consumer, and management perspective; what its opportunities and costs are; where it can have real business impact; and which aspects of this hot topic have been oversold. This book will help you understand: • Why big data is important to you and your organization • What technology you need to manage it • How big data could change your job, your company, and your industry • How to hire, rent, or develop the kinds of people who make big data work • The key success factors in implementing any big data project • How big data is leading to a new approach to managing analytics With dozens of company examples, including UPS, GE, Amazon, United Healthcare, Citigroup, and many others, this book will help you seize all opportunities—from improving decisions, products, and services to strengthening customer relationships. It will show you how to put big data to work in your own organization so that you too can harness the power of this ever-evolving new resource.

Strategizing AI in Business and Education

Author : Aleksandra Przegalinska
Publisher : Cambridge University Press
ISBN 13 : 1009243543
Total Pages : 134 pages
Book Rating : 4.0/5 (92 download)

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Book Synopsis Strategizing AI in Business and Education by : Aleksandra Przegalinska

Download or read book Strategizing AI in Business and Education written by Aleksandra Przegalinska and published by Cambridge University Press. This book was released on 2023-04-06 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Element proposes a clear and up-to-date description of the state of artificial intelligence today, not only in terms of business processes and strategies, but also its societal reception. It presents our view of the technology landscape, avoiding both the forward-looking, rose-colored utopia and the hyper-apocalyptic gloom. It does so in a concise form, addressing a complex issue in 9 concise and easy-to-read chapters. It aims to discuss the current state of machine learning and AI in strategic management, and to describe the emerging technologies. It conceptualizes their adoption, and then consider the effects of AI technologies' maturity in business organizations.

OECD Digital Economy Outlook 2024 (Volume 1) Embracing the Technology Frontier

Author : OECD
Publisher : OECD Publishing
ISBN 13 : 9264654267
Total Pages : 161 pages
Book Rating : 4.2/5 (646 download)

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Book Synopsis OECD Digital Economy Outlook 2024 (Volume 1) Embracing the Technology Frontier by : OECD

Download or read book OECD Digital Economy Outlook 2024 (Volume 1) Embracing the Technology Frontier written by OECD and published by OECD Publishing. This book was released on 2024-05-14 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: The OECD Digital Economy Outlook 2024, Volume 1: Embracing the Technology Frontier provides new insights on key technologies that underpin the digital technology ecosystem and their impacts. Using big data and machine-learning techniques, Volume 1 provides new estimates of the growth rate of the ecosystem’s core – the information and communications technology (ICT) sector.

AI Side Hustles

Author : Sam Choo
Publisher : Hope Publishing
ISBN 13 :
Total Pages : 109 pages
Book Rating : 4./5 ( download)

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Book Synopsis AI Side Hustles by : Sam Choo

Download or read book AI Side Hustles written by Sam Choo and published by Hope Publishing. This book was released on with total page 109 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI Side Hustles: How to Make Money with Artificial Intelligence Tools Unlock the power of Artificial Intelligence to create profitable side hustles and take control of your financial future! In AI Side Hustles, you’ll discover how easy it is to leverage cutting-edge AI tools—without any coding experience—to build passive income streams, automate business processes, and grow your entrepreneurial ventures. From content creation and chatbots to real estate automation and AI-powered digital marketing, this book guides you step by step on how to tap into the rapidly expanding world of AI. Whether you’re an aspiring entrepreneur, freelancer, or looking to scale your current business, AI Side Hustles provides actionable insights, real-life case studies, and easy-to-use tools that will help you get started today. What you’ll learn: * How to generate passive income by selling AI-generated content and models * Automating digital marketing and lead generation with AI * Building and selling chatbots as a service to businesses * Using AI to streamline and scale your side hustle efficiently * Ethical considerations and legal aspects of using AI in business With this practical guide, you don’t need to be a tech expert to thrive in the AI revolution. Your AI-powered future begins now—start building your dream side hustle today!

AI Battle Royale

Author : Ashley Marc Recanati
Publisher : Springer Nature
ISBN 13 : 3031192788
Total Pages : 435 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis AI Battle Royale by : Ashley Marc Recanati

Download or read book AI Battle Royale written by Ashley Marc Recanati and published by Springer Nature. This book was released on 2023-03-26 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI, Big Data and other 4th Industrial Revolution technologies are poised to wreak havoc in virtually every industry, unlocking huge productivity gains via automation of labor both manual and cognitive. Less discussed are the impacts on workers, who see the value of their skills erode, along with the menace of mass structural unemployment. How can workers assess their vulnerabilities? What can they do to improve their prospects, effective immediately? In this book, you will learn how to: - Survey new tech and decrypt their potential impacts on work - Assess your strengths and weaknesses in the face of AI, the shared economy, and other tech-propelled threats - Foment a battle plan to survive and thrive Ashley Recanati provides guidance for employees to rise above their peers and preserve their value, in a book that will interest managers and scholars, but foremost destined to ordinary workers.

T Bytes Agile & AI Operations

Author : IT Shades.com
Publisher : EGBG Services LLC
ISBN 13 :
Total Pages : 74 pages
Book Rating : 4./5 ( download)

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Book Synopsis T Bytes Agile & AI Operations by : IT Shades.com

Download or read book T Bytes Agile & AI Operations written by IT Shades.com and published by EGBG Services LLC. This book was released on 2021-01-05 with total page 74 pages. Available in PDF, EPUB and Kindle. Book excerpt: This document brings together a set of latest data points and publicly available information relevant for Agile & AI Operations Industry. We are very excited to share this content and believe that readers will benefit from this periodic publication immensely.

Fundamentals of Deep Learning

Author : Nikhil Buduma
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491925566
Total Pages : 272 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Fundamentals of Deep Learning by : Nikhil Buduma

Download or read book Fundamentals of Deep Learning written by Nikhil Buduma and published by "O'Reilly Media, Inc.". This book was released on 2017-05-25 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the reinvigoration of neural networks in the 2000s, deep learning has become an extremely active area of research, one that’s paving the way for modern machine learning. In this practical book, author Nikhil Buduma provides examples and clear explanations to guide you through major concepts of this complicated field. Companies such as Google, Microsoft, and Facebook are actively growing in-house deep-learning teams. For the rest of us, however, deep learning is still a pretty complex and difficult subject to grasp. If you’re familiar with Python, and have a background in calculus, along with a basic understanding of machine learning, this book will get you started. Examine the foundations of machine learning and neural networks Learn how to train feed-forward neural networks Use TensorFlow to implement your first neural network Manage problems that arise as you begin to make networks deeper Build neural networks that analyze complex images Perform effective dimensionality reduction using autoencoders Dive deep into sequence analysis to examine language Learn the fundamentals of reinforcement learning

Hyperautomation

Author : Matt Calkins
Publisher : Bookbaby
ISBN 13 : 9781735732909
Total Pages : 166 pages
Book Rating : 4.7/5 (329 download)

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Book Synopsis Hyperautomation by : Matt Calkins

Download or read book Hyperautomation written by Matt Calkins and published by Bookbaby. This book was released on 2020-11-20 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: HYPERAUTOMATION is a collection of expert essays on low-code development and the future of business process automation. In each chapter, an academic, analyst, implementer, or end-user examines different aspects of low-code and automation in the enterprise, clarifying both value and barriers through personal experiences and insights. With contributions from: Dr. George Westerman, MIT - Neil Ward-Dutton, IDC - Lakshmi N, Tata Consultancy Services - Sidney Fernandes & Alice Wei, University of South Florida - Lisa Heneghan, KPMG - Chris Skinner, FinTech expert - John R. Rymer, Forrester (Emeritus) - Isaac Sacolick, StarCIO - Darren Blake, Bexley Neighbourhood Care - Rob Galbraith, InsureTech expert - Ron Tolido, Capgemini - Michael Beckley, Appian All proceeds from the sale of this book will be donated to Black Girls Code, an organization providing young girls of color opportunities to learn in-demand skills in technology and computer programming.