The Intelligence Revolution

Download The Intelligence Revolution PDF Online Free

Author :
Publisher : Kogan Page Publishers
ISBN 13 : 1789664357
Total Pages : 225 pages
Book Rating : 4.7/5 (896 download)

DOWNLOAD NOW!


Book Synopsis The Intelligence Revolution by : Bernard Marr

Download or read book The Intelligence Revolution written by Bernard Marr and published by Kogan Page Publishers. This book was released on 2020-08-13 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) is here to stay. No longer confined to the world of science fiction, AI has infiltrated the mainstream and is the new electricity for business. Bestselling author, Bernard Marr, shows you how to harness and integrate it with your business strategy. We all know about driverless cars, automated production lines and chatbots but how do you ensure your business keeps up and where do you start? Bestselling author and strategy guru, Bernard Marr, argues that AI absolutely applies to your business and explains how to design an AI strategy that will guarantee its success. The Intelligence Revolution explores the opportunities and challenges that come with this monumental new taskforce that is defining the new standards of business. Guiding us through intelligent products, services and work processes, The Intelligence Revolution illustrates how new technologies are impacting customer experience, product and service design and work efficiency. Bernard Marr delights us with fascinating case studies of businesses excelling at maximizing the potential of AI like Netflix, Autodesk, Disney, Rolls Royce and Amazon. Don't be left behind. Instead, discover how to turbocharge your business.

Artificial Intelligence Revolution

Download Artificial Intelligence Revolution PDF Online Free

Author :
Publisher : Simon and Schuster
ISBN 13 : 1510753001
Total Pages : 308 pages
Book Rating : 4.5/5 (17 download)

DOWNLOAD NOW!


Book Synopsis Artificial Intelligence Revolution by : Robin Li

Download or read book Artificial Intelligence Revolution written by Robin Li and published by Simon and Schuster. This book was released on 2020-09-22 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: The co-founder of Baidu explains how AI will transform human livelihood, from our economy and financial systems down to our daily lives. Written by Baidu cofounder Robin Li and prefaced by award-winning sci-fi writer Cixin Liu (author of The Three-Body Problem), Artificial Intelligence Revolution introduces Baidu’s teams of top scientists and management as pioneers of movement toward AI. The book covers many of the latest AI-related ideas and technological developments, such as: Computational ability Big data resources Setting the basic standards of AI in research and development An introduction to the “super brain” Intelligent manufacturing Deep learning L4 automated vehicles Smart finance The book describes the emergence of a “smart” society powered by technology and reflects on the challenges humanity is about to face. Li covers the most pressing AI-related ideas and technological developments, including: Will artificial intelligence replace human workers, and in what sectors of the economy? How will it affect healthcare and finance? How will daily human life change? Robin Li’s Artificial Intelligence Revolution addresses these questions and more from the perspective of a pioneer of AI development. It's a must-read for anyone concerned about the emergence of a “smart” society powered by technology and the challenges humanity is about to face.

The AI Advantage

Download The AI Advantage PDF Online Free

Author :
Publisher : MIT Press
ISBN 13 : 0262538008
Total Pages : 243 pages
Book Rating : 4.2/5 (625 download)

DOWNLOAD NOW!


Book Synopsis The AI Advantage by : Thomas H. Davenport

Download or read book The AI Advantage written by Thomas H. Davenport and published by MIT Press. This book was released on 2019-08-06 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cutting through the hype, a practical guide to using artificial intelligence for business benefits and competitive advantage. In The AI Advantage, Thomas Davenport offers a guide to using artificial intelligence in business. He describes what technologies are available and how companies can use them for business benefits and competitive advantage. He cuts through the hype of the AI craze—remember when it seemed plausible that IBM's Watson could cure cancer?—to explain how businesses can put artificial intelligence to work now, in the real world. His key recommendation: don't go for the “moonshot” (curing cancer, or synthesizing all investment knowledge); look for the “low-hanging fruit” to make your company more efficient. Davenport explains that the business value AI offers is solid rather than sexy or splashy. AI will improve products and processes and make decisions better informed—important but largely invisible tasks. AI technologies won't replace human workers but augment their capabilities, with smart machines to work alongside smart people. AI can automate structured and repetitive work; provide extensive analysis of data through machine learning (“analytics on steroids”), and engage with customers and employees via chatbots and intelligent agents. Companies should experiment with these technologies and develop their own expertise. Davenport describes the major AI technologies and explains how they are being used, reports on the AI work done by large commercial enterprises like Amazon and Google, and outlines strategies and steps to becoming a cognitive corporation. This book provides an invaluable guide to the real-world future of business AI. A book in the Management on the Cutting Edge series, published in cooperation with MIT Sloan Management Review.

The Artificial Intelligence Revolution

Download The Artificial Intelligence Revolution PDF Online Free

Author :
Publisher : Louis a del Monte
ISBN 13 : 9780988171824
Total Pages : 210 pages
Book Rating : 4.1/5 (718 download)

DOWNLOAD NOW!


Book Synopsis The Artificial Intelligence Revolution by : Louis Anthony Del Monte

Download or read book The Artificial Intelligence Revolution written by Louis Anthony Del Monte and published by Louis a del Monte. This book was released on 2014-04 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Artificial Intelligence Revolution by Louis A. Del Monte is a warning regarding the threat new artificial intelligence (AI) technology poses to the survival of humankind. Will the future come down to man versus machine, when machines become more intelligent than humans? Will an artificial intelligence robot be your friend or foe? Scientists are working relentlessly at improving AI technology for the benefit of man. Evolved technology is everywhere--smart TVs, smart phones, and even smart houses. One day the artificial intelligence of these machines will match our own intelligence--and one day it will exceed it. We will have reached the "singularity," a point in time like no other. Then what? Will machines continue to serve us as the balance tips in their favor? These questions are addressed rigorously, their potentialities extrapolated for one reason--the survival of humankind. Are "strong" AI machines (SAMs) a new form of life? Should SAMs have rights? Do SAMs pose a threat to humankind? Del Monte and other AI experts predict that AI capabilities will develop into SAMs with abilities far beyond what human beings can even fathom. Will they serve us, or will SAMs take an entirely different viewpoint? That question and many more are tackled by Del Monte in this sobering look at the The Artificial Intelligence Revolution. -- Provided by publisher.

The Deep Learning Revolution

Download The Deep Learning Revolution PDF Online Free

Author :
Publisher : MIT Press
ISBN 13 : 026203803X
Total Pages : 354 pages
Book Rating : 4.2/5 (62 download)

DOWNLOAD NOW!


Book Synopsis The Deep Learning Revolution by : Terrence J. Sejnowski

Download or read book The Deep Learning Revolution written by Terrence J. Sejnowski and published by MIT Press. This book was released on 2018-10-23 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: How deep learning—from Google Translate to driverless cars to personal cognitive assistants—is changing our lives and transforming every sector of the economy. The deep learning revolution has brought us driverless cars, the greatly improved Google Translate, fluent conversations with Siri and Alexa, and enormous profits from automated trading on the New York Stock Exchange. Deep learning networks can play poker better than professional poker players and defeat a world champion at Go. In this book, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy. Sejnowski played an important role in the founding of deep learning, as one of a small group of researchers in the 1980s who challenged the prevailing logic-and-symbol based version of AI. The new version of AI Sejnowski and others developed, which became deep learning, is fueled instead by data. Deep networks learn from data in the same way that babies experience the world, starting with fresh eyes and gradually acquiring the skills needed to navigate novel environments. Learning algorithms extract information from raw data; information can be used to create knowledge; knowledge underlies understanding; understanding leads to wisdom. Someday a driverless car will know the road better than you do and drive with more skill; a deep learning network will diagnose your illness; a personal cognitive assistant will augment your puny human brain. It took nature many millions of years to evolve human intelligence; AI is on a trajectory measured in decades. Sejnowski prepares us for a deep learning future.

Artificial Intelligence and the Fourth Industrial Revolution

Download Artificial Intelligence and the Fourth Industrial Revolution PDF Online Free

Author :
Publisher : CRC Press
ISBN 13 : 1000367886
Total Pages : 312 pages
Book Rating : 4.0/5 (3 download)

DOWNLOAD NOW!


Book Synopsis Artificial Intelligence and the Fourth Industrial Revolution by : Utpal Chakraborty

Download or read book Artificial Intelligence and the Fourth Industrial Revolution written by Utpal Chakraborty and published by CRC Press. This book was released on 2022-05-26 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the overall technology spectrum in artificial intelligence (AI) and the Fourth Industrial Revolution, which is set to revolutionize the world. It discusses their various aspects and related case studies from industry, academics, administration, law, finance, and accounting as well as educational technology. The contributors, who are experts in their respective fields and from industry and academia, focus on a gesture-recognition prototype for specially abled people; jurisprudential approach to AI and legal reasoning; automated chatbot for autism spectrum disorder using AI assistance; Big Data analytics and Internet of Things (IoT); role of AI in advancement of drug discovery; development, opportunities, and challenges of the Fourth Industrial Revolution; legal, ethical, and policy implications of AI; Internet of Health Things for smart healthcare and digital wellbeing; machine learning and computer vision; computer vision-based system for automation and industrial applications; AI-IoT in home-based healthcare; and AI in super-precision human brain and spine surgery. Buttressed with comprehensive theoretical, methodological, well-established, and validated empirical examples, the book covers the interests of a broad audience from basic science to engineering and technology experts and learners. It will be greatly helpful for CEOs, entrepreneurs, academic leaders, researchers, and students of engineering, biomedicine, and master’s programs in science as well as the vast workforce and students with technical or non-technical backgrounds. It also serves common public interest by presenting new methods to improve the quality of life in general, with a better integration into society.

An Artificial Revolution

Download An Artificial Revolution PDF Online Free

Author :
Publisher : Black Spot Books
ISBN 13 : 1911648128
Total Pages : 104 pages
Book Rating : 4.9/5 (116 download)

DOWNLOAD NOW!


Book Synopsis An Artificial Revolution by : Ivana Bartoletti

Download or read book An Artificial Revolution written by Ivana Bartoletti and published by Black Spot Books. This book was released on 2020-05-20 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI has unparalleled transformative potential to reshape society, our economies and our working lives, but without legal scrutiny, international oversight and public debate, we are sleepwalking into a future written by algorithms which encode racist, sexist and classist biases into our daily lives &– an issue that requires systemic political and cultural change to productively address. Leading privacy expert Ivana Bartoletti exposes the reality of the AI revolution, from the low-paid workers who toil to train algorithms to recognise cancerous polyps, to the rise of techno-racism and techno-chauvinism and the symbiotic relationship between AI and right wing populism. An Artificial Revolution is an essential primer to understand the intersection of technology and geopolitical forces shaping the future of civilisation.• Endorsements confirmed from leading UK political figures including David Lammy MP, Yvette Cooper MP, Paul Mason, Frances O'Grady and Ayesha Hazarika• A primer for anyone who is interested to learn more about the relation between AI and ethics, data and privacy, corporate power, politics and tech• Ivana is a sought-after commentator who has appeared on flagship news programmes on the BBC, Sky and other major broadcasters as a privacy and AI ethics expert, who also speaks at conferences around the world on AI and privacy

Own the A.I. Revolution: Unlock Your Artificial Intelligence Strategy to Disrupt Your Competition

Download Own the A.I. Revolution: Unlock Your Artificial Intelligence Strategy to Disrupt Your Competition PDF Online Free

Author :
Publisher : McGraw Hill Professional
ISBN 13 : 1260458385
Total Pages : 320 pages
Book Rating : 4.2/5 (64 download)

DOWNLOAD NOW!


Book Synopsis Own the A.I. Revolution: Unlock Your Artificial Intelligence Strategy to Disrupt Your Competition by : Neil Sahota

Download or read book Own the A.I. Revolution: Unlock Your Artificial Intelligence Strategy to Disrupt Your Competition written by Neil Sahota and published by McGraw Hill Professional. This book was released on 2019-05-24 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Disrupt your industry, boost profitability, and grow your business with a powerful A.I. strategy. Artificial Intelligence (A.I.) is on the verge of disrupting every domain of human existence. What does that mean for your business? Everything. Building on the power of A.I. is the factor that will determine success or failure in the very near future—and this in-depth guide from the man who designed the A.I. system that famously won Jeopardy provides everything you need to be a leader in this revolution. Own the A.I. Revolution provides a future-forward look at A.I.—how it will look in the coming years, the countless business opportunities it will offer, the risks that come with it—and delivers the knowledge you need to navigate it all in real and practical ways. You’ll learn how to: •Find the right off-the-shelf A.I. solutions for your needs•Perform a cost/benefit analysis of implementing A.I. into your business strategy•Train and test A.I. before fully committing•Assemble superior teams to steer your A.I. future•Ensure you remain current and ahead of the curve You’ll also find interviews with today’s top experts and A.I. thought leaders on the exciting ways organizations are already transforming themselves through this revolutionary technology. A.I. sounds scary to some, but the best business leaders see it as an opportunity—as a way not only to drive profits and outpace the competition, but to build value for customers and make the world a better place. It’s time to face our brave new A.I.-driven world—and make sure you Own the A.I. Revolution!

The Fourth Education Revolution

Download The Fourth Education Revolution PDF Online Free

Author :
Publisher : Legend Press Ltd
ISBN 13 : 190868495X
Total Pages : 286 pages
Book Rating : 4.9/5 (86 download)

DOWNLOAD NOW!


Book Synopsis The Fourth Education Revolution by : Anthony Seldon

Download or read book The Fourth Education Revolution written by Anthony Seldon and published by Legend Press Ltd. This book was released on 2018 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is no more important issue facing education, or humanity at large, than the fast approaching revolution in Artificial Intelligence or AI. This book is a call to educators everywhere to open their eyes to what is coming. If we do so, then the future will be shaped by us in the interests of humanity as a whole.

Intelligence Revolution 1960 :.

Download Intelligence Revolution 1960 :. PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (124 download)

DOWNLOAD NOW!


Book Synopsis Intelligence Revolution 1960 :. by :

Download or read book Intelligence Revolution 1960 :. written by and published by . This book was released on 2012 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

The 4th Industrial Revolution

Download The 4th Industrial Revolution PDF Online Free

Author :
Publisher : Springer
ISBN 13 : 3319624792
Total Pages : 342 pages
Book Rating : 4.3/5 (196 download)

DOWNLOAD NOW!


Book Synopsis The 4th Industrial Revolution by : Mark Skilton

Download or read book The 4th Industrial Revolution written by Mark Skilton and published by Springer. This book was released on 2017-11-28 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book helps decision makers grasp the importance, and applicability to business, of the new technologies and extended connectivity of systems that underlie what is becoming known as the Fourth Industrial Revolution: technologies and systems such as artificial intelligence, machine learning, 3D printing, the internet of things, virtual and augmented reality, big data and mobile networks. The WEF, OECD and UN all agree that humanity is on the cusp of the Fourth Industrial Revolution. As intelligent systems become integrated into every aspect of our lives this revolution will induce cultural and societal change of a magnitude hitherto unforeseen. These technologies challenge the values, customer experience and business propositions that have been the mainstay of almost every business and organization in existence. By redefining and encapsulating new value structures with emerging intelligent technologies, new innovative models are being created, and brought to market. Understanding the potential and impact of these changes will be a fundamental leadership requirement over the coming years. Skilton and Hovsepian provide decision makers with practical, independent and authoritative guidance to help them prepare for the changes we are all likely to witness due to the rapid convergence of technological advances. In short, bite-sized, nuggets, with frameworks supported by a deep set of practical and up-to-the-minute case studies, they shine light on the new business models and enterprise architectures emerging as businesses seek to build strategies to thrive within this brave new world.

The Intelligence Revolution

Download The Intelligence Revolution PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 76 pages
Book Rating : 4.:/5 (31 download)

DOWNLOAD NOW!


Book Synopsis The Intelligence Revolution by : Steven E. Maffeo

Download or read book The Intelligence Revolution written by Steven E. Maffeo and published by . This book was released on 1988 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Architecture of Intelligence

Download The Architecture of Intelligence PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 9783764364519
Total Pages : 100 pages
Book Rating : 4.3/5 (645 download)

DOWNLOAD NOW!


Book Synopsis The Architecture of Intelligence by : Derrick De Kerckhove

Download or read book The Architecture of Intelligence written by Derrick De Kerckhove and published by Springer Science & Business Media. This book was released on 2001 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: A refreshingly unconventional look at architecture and the World Wide Web. Using Vitruvius' classical text De Arquitectura as a starting point, De Kerckhove begins a journey into the exciting world of the Internet. On the one hand he explores the architecture of this revolutionary medium, on the other, he considers the wide-ranging opportunities which the IT world offers for architectonic design, revealing how this new medium for communication is as much based on tradition as on innovation. Derrick de Kerckhove is the Director of the McLuhan Institute and Professor at the University of Toronto. His research into the effects of innovative technology on human communication, of new media on traditional culture have gained worldwide recognition.

Why Intelligence Fails

Download Why Intelligence Fails PDF Online Free

Author :
Publisher : Cornell University Press
ISBN 13 : 0801457610
Total Pages : 248 pages
Book Rating : 4.8/5 (14 download)

DOWNLOAD NOW!


Book Synopsis Why Intelligence Fails by : Robert Jervis

Download or read book Why Intelligence Fails written by Robert Jervis and published by Cornell University Press. This book was released on 2010-12-15 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: The U.S. government spends enormous resources each year on the gathering and analysis of intelligence, yet the history of American foreign policy is littered with missteps and misunderstandings that have resulted from intelligence failures. In Why Intelligence Fails, Robert Jervis examines the politics and psychology of two of the more spectacular intelligence failures in recent memory: the mistaken belief that the regime of the Shah in Iran was secure and stable in 1978, and the claim that Iraq had active WMD programs in 2002. The Iran case is based on a recently declassified report Jervis was commissioned to undertake by CIA thirty years ago and includes memoranda written by CIA officials in response to Jervis's findings. The Iraq case, also grounded in a review of the intelligence community's performance, is based on close readings of both classified and declassified documents, though Jervis's conclusions are entirely supported by evidence that has been declassified. In both cases, Jervis finds not only that intelligence was badly flawed but also that later explanations—analysts were bowing to political pressure and telling the White House what it wanted to hear or were willfully blind—were also incorrect. Proponents of these explanations claimed that initial errors were compounded by groupthink, lack of coordination within the government, and failure to share information. Policy prescriptions, including the recent establishment of a Director of National Intelligence, were supposed to remedy the situation. In Jervis's estimation, neither the explanations nor the prescriptions are adequate. The inferences that intelligence drew were actually quite plausible given the information available. Errors arose, he concludes, from insufficient attention to the ways in which information should be gathered and interpreted, a lack of self-awareness about the factors that led to the judgments, and an organizational culture that failed to probe for weaknesses and explore alternatives. Evaluating the inherent tensions between the methods and aims of intelligence personnel and policymakers from a unique insider's perspective, Jervis forcefully criticizes recent proposals for improving the performance of the intelligence community and discusses ways in which future analysis can be improved.

The Autonomous Revolution

Download The Autonomous Revolution PDF Online Free

Author :
Publisher : Berrett-Koehler Publishers
ISBN 13 : 1523087625
Total Pages : 264 pages
Book Rating : 4.5/5 (23 download)

DOWNLOAD NOW!


Book Synopsis The Autonomous Revolution by : William Davidow

Download or read book The Autonomous Revolution written by William Davidow and published by Berrett-Koehler Publishers. This book was released on 2020-02-18 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are at the dawn of the Autonomous Revolution, a technological revolution as decisive as the Agricultural and Industrial Revolutions. Autonomous machines are capable of learning and adapting faster than humans and entirely on their own. And for the first time in human history we no longer require physical locations to work, play, shop, socialize, or be entertained. William Davidow and Michael Malone, authors of the seminal book The Virtual Corporation, explore the enormous implications of these developments. They show why increases in productivity no longer translate into increases in the GDP, how invisible algorithms control what you see and hear, and much more. Many of the book's recommendations—such as monetizing internet usage and making companies pay for personal information—are likely to be controversial, but this debate needs to begin now, before the Autonomous Revolution overcomes us.

The Fourth Industrial Revolution

Download The Fourth Industrial Revolution PDF Online Free

Author :
Publisher : Currency
ISBN 13 : 1524758868
Total Pages : 194 pages
Book Rating : 4.5/5 (247 download)

DOWNLOAD NOW!


Book Synopsis The Fourth Industrial Revolution by : Klaus Schwab

Download or read book The Fourth Industrial Revolution written by Klaus Schwab and published by Currency. This book was released on 2017-01-03 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: World-renowned economist Klaus Schwab, Founder and Executive Chairman of the World Economic Forum, explains that we have an opportunity to shape the fourth industrial revolu­tion, which will fundamentally alter how we live and work. Schwab argues that this revolution is different in scale, scope and complexity from any that have come before. Characterized by a range of new technologies that are fusing the physical, digital and biological worlds, the developments are affecting all disciplines, economies, industries and governments, and even challenging ideas about what it means to be human. Artificial intelligence is already all around us, from supercomputers, drones and virtual assistants to 3D printing, DNA sequencing, smart thermostats, wear­able sensors and microchips smaller than a grain of sand. But this is just the beginning: nanomaterials 200 times stronger than steel and a million times thinner than a strand of hair and the first transplant of a 3D printed liver are already in development. Imagine “smart factories” in which global systems of manu­facturing are coordinated virtually, or implantable mobile phones made of biosynthetic materials. The fourth industrial revolution, says Schwab, is more significant, and its ramifications more profound, than in any prior period of human history. He outlines the key technologies driving this revolution and discusses the major impacts expected on government, business, civil society and individu­als. Schwab also offers bold ideas on how to harness these changes and shape a better future—one in which technology empowers people rather than replaces them; progress serves society rather than disrupts it; and in which innovators respect moral and ethical boundaries rather than cross them. We all have the opportunity to contribute to developing new frame­works that advance progress.

The Fourth Industrial Revolution: Implementation of Artificial Intelligence for Growing Business Success

Download The Fourth Industrial Revolution: Implementation of Artificial Intelligence for Growing Business Success PDF Online Free

Author :
Publisher : Springer Nature
ISBN 13 : 3030627969
Total Pages : 483 pages
Book Rating : 4.0/5 (36 download)

DOWNLOAD NOW!


Book Synopsis The Fourth Industrial Revolution: Implementation of Artificial Intelligence for Growing Business Success by : Allam Hamdan

Download or read book The Fourth Industrial Revolution: Implementation of Artificial Intelligence for Growing Business Success written by Allam Hamdan and published by Springer Nature. This book was released on 2021-04-11 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the implementation of AI for growing business, and the book includes research articles and expository papers on the applications of AI on decision-making, health care, smart universities, public sector and digital government, FinTech, and RegTech. Artificial Intelligence (AI) is a vital and a fundamental driver for the Fourth Industrial Revolution (FIR). Its influence is observed at homes, in the businesses and in the public spaces. The embodied best of AI reflects robots which drive our cars, stock our warehouses, monitor our behaviors and warn us of our health, and care for our young children. Some researchers also discussed the role of AI in the current COVID-19 pandemic, whether in the health sector, education, and others. On all of these, the researchers discussed the impact of AI on decision-making in those vital sectors of the economy.