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The Future of Work

Author : Darrell M. West
Publisher : Brookings Institution Press
ISBN 13 : 0815732945
Total Pages : 223 pages
Book Rating : 4.8/5 (157 download)

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Book Synopsis The Future of Work by : Darrell M. West

Download or read book The Future of Work written by Darrell M. West and published by Brookings Institution Press. This book was released on 2018-05-15 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: Looking for ways to handle the transition to a digital economy Robots, artificial intelligence, and driverless cars are no longer things of the distant future. They are with us today and will become increasingly common in coming years, along with virtual reality and digital personal assistants. As these tools advance deeper into everyday use, they raise the question—how will they transform society, the economy, and politics? If companies need fewer workers due to automation and robotics, what happens to those who once held those jobs and don't have the skills for new jobs? And since many social benefits are delivered through jobs, how are people outside the workforce for a lengthy period of time going to earn a living and get health care and social benefits? Looking past today's headlines, political scientist and cultural observer Darrell M. West argues that society needs to rethink the concept of jobs, reconfigure the social contract, move toward a system of lifetime learning, and develop a new kind of politics that can deal with economic dislocations. With the U.S. governance system in shambles because of political polarization and hyper-partisanship, dealing creatively with the transition to a fully digital economy will vex political leaders and complicate the adoption of remedies that could ease the transition pain. It is imperative that we make major adjustments in how we think about work and the social contract in order to prevent society from spiraling out of control. This book presents a number of proposals to help people deal with the transition from an industrial to a digital economy. We must broaden the concept of employment to include volunteering and parenting and pay greater attention to the opportunities for leisure time. New forms of identity will be possible when the "job" no longer defines people's sense of personal meaning, and they engage in a broader range of activities. Workers will need help throughout their lifetimes to acquire new skills and develop new job capabilities. Political reforms will be necessary to reduce polarization and restore civility so there can be open and healthy debate about where responsibility lies for economic well-being. This book is an important contribution to a discussion about tomorrow—one that needs to take place today.

The Economics of Artificial Intelligence

Author : Ajay Agrawal
Publisher : University of Chicago Press
ISBN 13 : 0226833127
Total Pages : 172 pages
Book Rating : 4.2/5 (268 download)

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Book Synopsis The Economics of Artificial Intelligence by : Ajay Agrawal

Download or read book The Economics of Artificial Intelligence written by Ajay Agrawal and published by University of Chicago Press. This book was released on 2024-03-05 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: A timely investigation of the potential economic effects, both realized and unrealized, of artificial intelligence within the United States healthcare system. In sweeping conversations about the impact of artificial intelligence on many sectors of the economy, healthcare has received relatively little attention. Yet it seems unlikely that an industry that represents nearly one-fifth of the economy could escape the efficiency and cost-driven disruptions of AI. The Economics of Artificial Intelligence: Health Care Challenges brings together contributions from health economists, physicians, philosophers, and scholars in law, public health, and machine learning to identify the primary barriers to entry of AI in the healthcare sector. Across original papers and in wide-ranging responses, the contributors analyze barriers of four types: incentives, management, data availability, and regulation. They also suggest that AI has the potential to improve outcomes and lower costs. Understanding both the benefits of and barriers to AI adoption is essential for designing policies that will affect the evolution of the healthcare system.

30-Second AI and Robotics

Author : Luis De Miranda
Publisher :
ISBN 13 : 178240547X
Total Pages : 163 pages
Book Rating : 4.7/5 (824 download)

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Book Synopsis 30-Second AI and Robotics by : Luis De Miranda

Download or read book 30-Second AI and Robotics written by Luis De Miranda and published by . This book was released on 2019-03-14 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive presentation of the core concepts and historical landmarks in robotics and artificial intelligence is a must-read for those who want to understand the important changes happening now in our everyday lives, in the workplace, and in our minds and bodies. What is deep in "deep learning"? Can artificial intelligence really think? What will robots really look like in the near future? Is there a new class divide between those who understand technology and those who fear it? A clear and exhaustive introduction for non-specialists, 30-Second AI & Robotics will help the reader to navigate the world of ubiquitous computers, smart cities, and collaborative robots. At last, an optimistic and friendly book about our human possibilities in the time of automata.

30-Second Ai and Robotics

Author : Luis de Miranda
Publisher :
ISBN 13 : 9781782407911
Total Pages : pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis 30-Second Ai and Robotics by : Luis de Miranda

Download or read book 30-Second Ai and Robotics written by Luis de Miranda and published by . This book was released on 2019-03-14 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Intelligence Future Ten Development Stages

Author : Johnny Ch LOK
Publisher : Independently Published
ISBN 13 : 9781671040670
Total Pages : 338 pages
Book Rating : 4.0/5 (46 download)

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Book Synopsis Artificial Intelligence Future Ten Development Stages by : Johnny Ch LOK

Download or read book Artificial Intelligence Future Ten Development Stages written by Johnny Ch LOK and published by Independently Published. This book was released on 2019-12-03 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nowadays, advances in robotics artificial intelligence, and machine learning are in a new age of automation, as machines match or outperform human performance in a development to any countries. For example, automation of activities can enable businesses to improve performance by reducing errors and improving quality and speed, and in some cases achieving outcomes that go beyond human capabilities. For example, some research indicated automation could raise productivity growth globally by 0.8 to 1.4 % annually; more than 2,000 work activities across 800 occupations. When less than 5% of all occupations can be automated using demonstrated technologies about 60% of all occupations have at least 30% of constituent activities that could be automated. Many occupations will change that will be automated away: Activities most susceptible to automation involve physical activities, in highly structured and predictable environments, as well as the collection and processing of data. They are most prevalent in manufacturing , accommodation and food service and retail trade and include some middle-skill jobs. For example, such as natural language processing is a key factor. Beyond technical feasibility, the cost of technology competition with labor including skills and supply and demand dynamics, performance benefits including and beyond labor cost savings, and social and regulatory acceptance will be affected by (AI) automation technology. Thus, (AI) automation will impact to influence global employment in those aspects as below:Firstly, assuming that people are displaced by automation will find other employment. The anticipated shift in the activities in the labor force is of a similar order as the long-term shift away from agriculture and decreases in manufacturing share of employment. Both of manufacturing and agriculture industries which would be accompanied by the creation of new types of work not foreseen at the time.Secondly, for business, the performance benefits of automation are relatively clear. Thus, the businessmen have opportunities for their micro economies to benefits from the productivity growth potential and macro economies to benefit to encourage continued progress and innovation , investment and market incentives. At the same time, employers must innovate policies to help workers and institutions adapt to the impact on employment. This will likely include rethinking education and training, income support and safety nets , as well as support for those dislocated, when employees need to leave themselves homes to move to other cities to learn new (AI) automation works. Thus, individuals in the workplace will need to engage move comprehensively with machines as part of their everyday activities, and acquire new skills that will be in demand in the new automation age. Consequently , the scale of shifts in the labor force over many decades that automation technologies can be a similar order to the long -term technology -enables shifts in the developed countries' workforces away from agriculture in the 21 th century. Those shifts did not result in long-term mass unemployment because they were accompanied by the creation of new types of work not foreseen at the time. However, human will still be needed in the workforce when the total productivity gains are caused by (AI) technology.

Augmented Exploitation

Author : Phoebe V. Moore
Publisher :
ISBN 13 : 9780745343518
Total Pages : 0 pages
Book Rating : 4.3/5 (435 download)

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Book Synopsis Augmented Exploitation by : Phoebe V. Moore

Download or read book Augmented Exploitation written by Phoebe V. Moore and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence should be changing society, not reinforcing capitalist notions of work.

Artificial Intelligence for Robotics

Author : Francis X. Govers
Publisher : Packt Publishing Ltd
ISBN 13 : 1788835700
Total Pages : 336 pages
Book Rating : 4.7/5 (888 download)

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Book Synopsis Artificial Intelligence for Robotics by : Francis X. Govers

Download or read book Artificial Intelligence for Robotics written by Francis X. Govers and published by Packt Publishing Ltd. This book was released on 2018-08-30 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bring a new degree of interconnectivity to your world by building your own intelligent robots Key Features Leverage fundamentals of AI and robotics Work through use cases to implement various machine learning algorithms Explore Natural Language Processing (NLP) concepts for efficient decision making in robots Book DescriptionArtificial Intelligence for Robotics starts with an introduction to Robot Operating Systems (ROS), Python, robotic fundamentals, and the software and tools that are required to start out with robotics. You will learn robotics concepts that will be useful for making decisions, along with basic navigation skills. As you make your way through the chapters, you will learn about object recognition and genetic algorithms, which will teach your robot to identify and pick up an irregular object. With plenty of use cases throughout, you will explore natural language processing (NLP) and machine learning techniques to further enhance your robot. In the concluding chapters, you will learn about path planning and goal-oriented programming, which will help your robot prioritize tasks. By the end of this book, you will have learned to give your robot an artificial personality using simulated intelligence.What you will learn Get started with robotics and artificial intelligence Apply simulation techniques to give your robot an artificial personality Understand object recognition using neural networks and supervised learning techniques Pick up objects using genetic algorithms for manipulation Teach your robot to listen using NLP via an expert system Use machine learning and computer vision to teach your robot how to avoid obstacles Understand path planning, decision trees, and search algorithms in order to enhance your robot Who this book is for If you have basic knowledge about robotics and want to build or enhance your existing robot’s intelligence, then Artificial Intelligence for Robotics is for you. This book is also for enthusiasts who want to gain knowledge of AI and robotics.

Preparing for the Future of Artificial Intelligence

Author : Committee on Technology National Science and Technology Council, Committee on Technology
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781540396518
Total Pages : 58 pages
Book Rating : 4.3/5 (965 download)

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Book Synopsis Preparing for the Future of Artificial Intelligence by : Committee on Technology National Science and Technology Council, Committee on Technology

Download or read book Preparing for the Future of Artificial Intelligence written by Committee on Technology National Science and Technology Council, Committee on Technology and published by Createspace Independent Publishing Platform. This book was released on 2016-10-30 with total page 58 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Artificial Intelligence (AI) technology have opened up new markets and new opportunities for progress in critical areas such as health, education, energy, and the environment. In recent years, machines have surpassed humans in the performance of certain specific tasks, such as some aspects of image recognition. Experts forecast that rapid progress in the field of specialized artificial intelligence will continue. Although it is very unlikely that machines will exhibit broadly-applicable intelligence comparable to or exceeding that of humans in the next 20 years, it is to be expected that machines will reach and exceed human performance on more and more tasks. As a contribution toward preparing the United States for a future in which AI plays a growing role, this report surveys the current state of AI, its existing and potential applications, and the questions that are raised for society and public policy by progress in AI. The report also makes recommendations for specific further actions by Federal agencies and other actors.

The Future of Work

Author : Darrell M. West
Publisher : Brookings Institution Press
ISBN 13 : 0815732945
Total Pages : 223 pages
Book Rating : 4.8/5 (157 download)

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Book Synopsis The Future of Work by : Darrell M. West

Artificial Intelligence

Author : Harvard Business Review
Publisher : HBR Insights
ISBN 13 : 9781633697898
Total Pages : 160 pages
Book Rating : 4.6/5 (978 download)

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Book Synopsis Artificial Intelligence by : Harvard Business Review

Download or read book Artificial Intelligence written by Harvard Business Review and published by HBR Insights. This book was released on 2019 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: Companies that don't use AI to their advantage will soon be left behind. Artificial intelligence and machine learning will drive a massive reshaping of the economy and society. What should you and your company be doing right now to ensure that your business is poised for success? These articles by AI experts and consultants will help you understand today's essential thinking on what AI is capable of now, how to adopt it in your organization, and how the technology is likely to evolve in the near future. Artificial Intelligence: The Insights You Need from Harvard Business Review will help you spearhead important conversations, get going on the right AI initiatives for your company, and capitalize on the opportunity of the machine intelligence revolution. Catch up on current topics and deepen your understanding of them with the Insights You Need series from Harvard Business Review. Featuring some of HBR's best and most recent thinking, Insights You Need titles are both a primer on today's most pressing issues and an extension of the conversation, with interesting research, interviews, case studies, and practical ideas to help you explore how a particular issue will impact your company and what it will mean for you and your business.

Automation and Autonomy

Author : James Steinhoff
Publisher : Springer Nature
ISBN 13 : 3030716899
Total Pages : 259 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Automation and Autonomy by : James Steinhoff

Download or read book Automation and Autonomy written by James Steinhoff and published by Springer Nature. This book was released on 2021-06-21 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book argues that Marxist theory is essential for understanding the contemporary industrialization of the form of artificial intelligence (AI) called machine learning. It includes a political economic history of AI, tracking how it went from a fringe research interest for a handful of scientists in the 1950s to a centerpiece of cybernetic capital fifty years later. It also includes a political economic study of the scale, scope and dynamics of the contemporary AI industry as well as a labour process analysis of commercial machine learning software production, based on interviews with workers and management in AI companies around the world, ranging from tiny startups to giant technology firms. On the basis of this study, Steinhoff develops a Marxist analysis to argue that the popular theory of immaterial labour, which holds that information technologies increase the autonomy of workers from capital, tending towards a post-capitalist economy, does not adequately describe the situation of high-tech digital labour today. In the AI industry, digital labour remains firmly under the control of capital. Steinhoff argues that theories discerning therein an emergent autonomy of labour are in fact witnessing labour’s increasing automation.

Life 3.0

Author : Max Tegmark
Publisher : Vintage
ISBN 13 : 1101946601
Total Pages : 385 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Life 3.0 by : Max Tegmark

Download or read book Life 3.0 written by Max Tegmark and published by Vintage. This book was released on 2017-08-29 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: New York Times Best Seller How will Artificial Intelligence affect crime, war, justice, jobs, society and our very sense of being human? The rise of AI has the potential to transform our future more than any other technology—and there’s nobody better qualified or situated to explore that future than Max Tegmark, an MIT professor who’s helped mainstream research on how to keep AI beneficial. How can we grow our prosperity through automation without leaving people lacking income or purpose? What career advice should we give today’s kids? How can we make future AI systems more robust, so that they do what we want without crashing, malfunctioning or getting hacked? Should we fear an arms race in lethal autonomous weapons? Will machines eventually outsmart us at all tasks, replacing humans on the job market and perhaps altogether? Will AI help life flourish like never before or give us more power than we can handle? What sort of future do you want? This book empowers you to join what may be the most important conversation of our time. It doesn’t shy away from the full range of viewpoints or from the most controversial issues—from superintelligence to meaning, consciousness and the ultimate physical limits on life in the cosmos.

AI and IoT-Based Intelligent Automation in Robotics

Author : Ashutosh Kumar Dubey
Publisher : John Wiley & Sons
ISBN 13 : 1119711207
Total Pages : 434 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis AI and IoT-Based Intelligent Automation in Robotics by : Ashutosh Kumar Dubey

Download or read book AI and IoT-Based Intelligent Automation in Robotics written by Ashutosh Kumar Dubey and published by John Wiley & Sons. This book was released on 2021-04-13 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 24 chapters in this book provides a deep overview of robotics and the application of AI and IoT in robotics. It contains the exploration of AI and IoT based intelligent automation in robotics. The various algorithms and frameworks for robotics based on AI and IoT are presented, analyzed, and discussed. This book also provides insights on application of robotics in education, healthcare, defense and many other fields which utilize IoT and AI. It also introduces the idea of smart cities using robotics.

Artificial Intelligence Brings Positive Or Negative Impaction To: Influence Human Job Change

Author : Johnny Ch Lok
Publisher : Independently Published
ISBN 13 : 9781794467040
Total Pages : 122 pages
Book Rating : 4.4/5 (67 download)

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Book Synopsis Artificial Intelligence Brings Positive Or Negative Impaction To: Influence Human Job Change by : Johnny Ch Lok

Download or read book Artificial Intelligence Brings Positive Or Negative Impaction To: Influence Human Job Change written by Johnny Ch Lok and published by Independently Published. This book was released on 2019-01-20 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chapter Two Future works change: Automation, employment and productivity2.1How (AI) influences employment Human future " micro to macro" industry trends will be affected business strategy and public policy by (AI) technology. In the future (AI) technology will influence those six themes: productivity and growth, natural resources, labor markets, the evolution of global financial markets, the economic impact of technology and innovation and urbanization. However, (AI) technology will bring economic benefits of tackling gender inequality, a new global competition, Chinese innovation and digital globalization.Nowadays, advances in robotics artificial intelligence, and machine learning are in a new age of automation, as machines match or outperform human performance in a development to any countries. For example, automation of activities can enable businesses to improve performance by reducing errors and improving quality and speed, and in some cases achieving outcomes that go beyond human capabilities. For example, some research indicated automation could raise productivity growth globally by 0.8 to 1.4 % annually; more than 2,000 work activities across 800 occupations. When less than 5% of all occupations can be automated using demonstrated technologies about 60% of all occupations have at least 30% of constituent activities that could be automated. Many occupations will change that will be automated away: Activities most susceptible to automation involve physical activities, in highly structured and predictable environments, as well as the collection and processing of data. They are most prevalent in manufacturing, accommodation and food service and retail trade and include some middle-skill jobs. For example, such as natural language processing is a key factor. Beyond technical feasibility, the cost of technology competition with labor including skills and supply and demand dynamics, performance benefits including and beyond labor cost savings, and social and regulatory acceptance will be affected by (AI) automation technology. Thus, (AI) automation will impact to influence global employment in those aspects as below: Firstly, assuming that people are displaced by automation will find other employment. The anticipated shift in the activities in the labor force is of a similar order as the long-term shift away from agriculture and decreases in manufacturing share of employment. Both of manufacturing and agriculture industries which would be accompanied by the creation of new types of work not foreseen at the time.Secondly, for business, the performance benefits of automation are relatively clear. Thus, the businessmen have opportunities for their micro economies to benefits from the productivity growth potential and macro economies to benefit to encourage continued progress and innovation, investment and market incentives. At the same time, employers must innovate policies to help workers and institutions adapt to the impact on employment.

Artificial Intelligence Impacts

Author : Johnny Ch LOK
Publisher :
ISBN 13 : 9781095233207
Total Pages : 39 pages
Book Rating : 4.2/5 (332 download)

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Book Synopsis Artificial Intelligence Impacts by : Johnny Ch LOK

Download or read book Artificial Intelligence Impacts written by Johnny Ch LOK and published by . This book was released on 2019-04-19 with total page 39 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nowadays, advances in robotics artificial intelligence, and machine learning are in a new age of automation, as machines match or outperform human performance in a development to any countries. For example, automation of activities can enable businesses to improve performance by reducing errors and improving quality and speed, and in some cases achieving outcomes that go beyond human capabilities. For example, some research indicated automation could raise productivity growth globally by 0.8 to 1.4 % annually; more than 2,000 work activities across 800 occupations. When less than 5% of all occupations can be automated using demonstrated technologies about 60% of all occupations have at least 30% of constituent activities that could be automated. Many occupations will change that will be automated away: Activities most susceptible to automation involve physical activities, in highly structured and predictable environments, as well as the collection and processing of data. They are most prevalent in manufacturing , accommodation and food service and retail trade and include some middle-skill jobs. For example, such as natural language processing is a key factor. Beyond technical feasibility, the cost of technology competition with labor including skills and supply and demand dynamics, performance benefits including and beyond labor cost savings, and social and regulatory acceptance will be affected by (AI) automation technology. Thus, (AI) automation will impact to influence global employment in those aspects as below:Firstly, assuming that people are displaced by automation will find other employment. The anticipated shift in the activities in the labor force is of a similar order as the long-term shift away from agriculture and decreases in manufacturing share of employment. Both of manufacturing and agriculture industries which would be accompanied by the creation of new types of work not foreseen at the time.Secondly, for business, the performance benefits of automation are relatively clear. Thus, the businessmen have opportunities for their micro economies to benefits from the productivity growth potential and macro economies to benefit to encourage continued progress and innovation , investment and market incentives. At the same time, employers must innovate policies to help workers and institutions adapt to the impact on employment. This will likely include rethinking education and training, income support and safety nets , as well as support for those dislocated, when employees need to leave themselves homes to move to other cities to learn new (AI) automation works. Thus, individuals in the workplace will need to engage move comprehensively with machines as part of their everyday activities, and acquire new skills that will be in demand in the new automation age. Consequently , the scale of shifts in the labor force over many decades that automation technologies can be a similar order to the long -term technology -enables shifts in the developed countries' workforces away from agriculture in the 21 th century. Those shifts did not result in long-term mass unemployment because they were accompanied by the creation of new types of work not foreseen at the time. However, human will still be needed in the workforce when the total productivity gains are caused by (AI) technology.

Deploying Machine Learning

Author : Robbie Allen
Publisher : Addison-Wesley Professional
ISBN 13 : 9780135226209
Total Pages : 99998 pages
Book Rating : 4.2/5 (262 download)

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Book Synopsis Deploying Machine Learning by : Robbie Allen

Download or read book Deploying Machine Learning written by Robbie Allen and published by Addison-Wesley Professional. This book was released on 2019-05 with total page 99998 pages. Available in PDF, EPUB and Kindle. Book excerpt: Increasingly, business leaders and managers recognize that machine learning offers their companies immense opportunities for competitive advantage. But most discussions of machine learning are intensely technical or academic, and don't offer practical information leaders can use to identify, evaluate, plan, or manage projects. Deploying Machine Learning fills that gap, helping them clarify exactly how machine learning can help them, and collaborate with technologists to actually apply it successfully. You'll learn: What machine learning is, how it compares to "big data" and "artificial intelligence," and why it's suddenly so important What machine learning can do for you: solutions for computer vision, natural language processing, prediction, and more How to use machine learning to solve real business problems -- from reducing costs through improving decision-making and introducing new products Separating hype from reality: identifying pitfalls, limitations, and misconceptions upfront Knowing enough about the technology to work effectively with your technical team Getting the data right: sourcing, collection, governance, security, and culture Solving harder problems: exploring deep learning and other advanced techniques Understanding today's machine learning software and hardware ecosystem Evaluating potential projects, and addressing workforce concerns Staffing your project, acquiring the right tools, and building a workable project plan Interpreting results -- and building an organization that can increasingly learn from data Using machine learning responsibly and ethically Preparing for tomorrow's advances The authors conclude with five chapter-length case studies: image, text, and video analysis, chatbots, and prediction applications. For each, they don't just present results: they also illuminate the process the company undertook, and the pitfalls it overcame along the way.

The Art of Automation

Author : Jerry Cuomo
Publisher : Bookbaby
ISBN 13 : 9781667822686
Total Pages : 280 pages
Book Rating : 4.8/5 (226 download)

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Book Synopsis The Art of Automation by : Jerry Cuomo

Download or read book The Art of Automation written by Jerry Cuomo and published by Bookbaby. This book was released on 2022-04-20 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The Art of Automation", based on a podcast of the same name, is a practical guide for leaders who need to understand and evaluate how automation technology can transform their organization, business processes, and models. It combines both an aspirational and pragmatic overview of automation technology, its core capabilities, and the value they generate from a business perspective. It describes various real-world examples, implementations and approaches, with industry-specific and cross-industry use cases. Automation technology has been around for a long time, but in the past several decades, we've seen an explosion of information work in the enterprise. When every business is a digital business (which is the case today), the proliferation of data is massive--far greater than humans can cope with alone. And making sense of this mass of data is just the kind of work that classic automation doesn't address. Enter modern artificial intelligence (AI) technology, which can use algorithms to make sense of structured and unstructured data at a speed and scale no human could approach. Making this combination of Automation and AI, which we call "AI-powered Automation," work best for you is, as Jerry says, an art. Leaders who are unsure of where to start their automation journey can use the examples in this book as a guide for selecting projects and technologies with techniques designed to speed up the automation of "bite-size" activities that deliver immediate return on investment (ROI) without having to wait until the entire end-to-end process is automated. Our goal is to cover all the key topics with which you need to be comfortable in order to positively impact your organization as it evaluates and implements AI-powered automation technology. Even if you are already familiar with the basics, the early chapters will reinforce your understanding of the most important concepts (e.g., closed-loop automations) and technologies (e.g., Robotic Process Automation and AIOps) and explore general use cases. As you dive deeper, you will be systematically introduced to specific topics with details that will enable your organization to successfully implement solutions that leverage AI-powered automation. The book also provides industry-specific points of view on automation through a series of chapters that capture interviews with luminaries in the fields of healthcare, insurance, retail, and financial services. Several chapters are co-written by some of the industry's most notable experts in AI and automation. Many of these experts can be heard on a corresponding episode of The Art of Automation podcast.