Building Trust Microsofts Journey Towards Responsible Ai

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Building Trust: Microsoft's Journey towards Responsible AI

Author : M.B. Chatfield
Publisher :
ISBN 13 :
Total Pages : 143 pages
Book Rating : 4./5 ( download)

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Book Synopsis Building Trust: Microsoft's Journey towards Responsible AI by : M.B. Chatfield

Download or read book Building Trust: Microsoft's Journey towards Responsible AI written by M.B. Chatfield and published by . This book was released on with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) has the potential to revolutionize the way we live, work, and learn. However, it is also important to ensure that AI is developed and used in a responsible way. Microsoft is committed to building trust in AI by developing and deploying AI systems that are fair, equitable, and accountable. This book explores Microsoft's journey towards responsible AI. It looks at the company's AI ethics principles, and the steps it is taking to ensure that AI is developed and used in an ethical and responsible way. Microsoft's AI Ethics Principles Microsoft's AI ethics principles are a set of guiding principles that the company uses to develop and deploy AI systems. The principles are designed to ensure that AI is developed and used in a way that is fair, equitable, and accountable. Building Trust in AI Microsoft is committed to building trust in AI by developing and deploying AI systems that are fair, equitable, and accountable. The company's AI ethics principles and responsible AI commitments are an important step towards achieving this goal. A Must-Read for AI Professionals Whether you're an AI professional, a business leader, or a concerned citizen, this book is an essential guide to understanding how Microsoft is working to build trust in AI. Join Microsoft on its journey towards responsible AI, and help shape a future where AI is used for good.

AI: The Microsoft Way – Making Technology Accessible to All

Author : M.B. Chatfield
Publisher :
ISBN 13 :
Total Pages : 191 pages
Book Rating : 4./5 ( download)

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Book Synopsis AI: The Microsoft Way – Making Technology Accessible to All by : M.B. Chatfield

Download or read book AI: The Microsoft Way – Making Technology Accessible to All written by M.B. Chatfield and published by . This book was released on with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the rapidly evolving world of artificial intelligence (AI), Microsoft stands as a beacon of innovation and accessibility. From its early forays into AI research to its groundbreaking advancements in natural language processing, machine learning, and deep learning, Microsoft has consistently demonstrated its commitment to making AI a transformative force for good. Unlocking the Power of AI for Everyone This book delves into Microsoft's groundbreaking approach to AI accessibility, highlighting its unwavering dedication to making this powerful technology available to everyone, regardless of background or expertise. Explore how Microsoft seamlessly integrates AI into its products and services, empowering individuals from researchers and developers to everyday users to harness the full potential of AI. Empowering Businesses and Communities Witness how Microsoft's AI-driven solutions are revolutionizing industries worldwide, from healthcare and education to finance and manufacturing. Discover how AI is empowering businesses to optimize operations, enhance customer experiences, and drive innovation. Bridging the Gap Between Technology and Humanity Delve into Microsoft's commitment to building a future where AI seamlessly integrates with human capabilities, fostering collaboration and augmenting human potential. Explore how Microsoft is fostering ethical AI practices, ensuring that AI is developed and used responsibly to benefit society as a whole. A Must-Read for AI Enthusiasts and Visionaries Whether you're a seasoned AI professional, a curious individual seeking to understand the transformative power of AI, or a visionary seeking to harness AI for positive change, this book is an essential guide to Microsoft's groundbreaking approach to AI accessibility. Join Microsoft on its transformative journey to unlock the power of AI for all and create a brighter, more inclusive future. AI: The Microsoft Way – Making Technology Accessible to All is a compelling narrative that exemplifies Microsoft's unwavering commitment to bridging the gap between technology and humanity, empowering individuals and organizations to harness the transformative power of AI to create a better tomorrow.

The Future Computed

Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (12 download)

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Book Synopsis The Future Computed by :

Download or read book The Future Computed written by and published by . This book was released on 2018 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

AI and Beyond: Microsoft's Vision for a Transformed World

Author : M.B. Chatfield
Publisher :
ISBN 13 :
Total Pages : 201 pages
Book Rating : 4./5 ( download)

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Book Synopsis AI and Beyond: Microsoft's Vision for a Transformed World by : M.B. Chatfield

Download or read book AI and Beyond: Microsoft's Vision for a Transformed World written by M.B. Chatfield and published by . This book was released on with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is one of the most transformative technologies of our time. It has the potential to revolutionize the way we live, work, and learn. Microsoft is a leader in AI, and its work is already having a significant impact on the world. This book explores Microsoft's vision for how AI can transform the world. It looks at how AI can be used to solve some of the biggest challenges we face as a society, and how it can create a more just, sustainable, and inclusive world. The Future of Work AI has the potential to revolutionize the way we work. It can automate tasks, improve efficiency, and create new opportunities. Microsoft is working to ensure that AI is used to create good jobs and opportunities for everyone. The Future of Healthcare AI has the potential to revolutionize healthcare. It can be used to diagnose diseases earlier, develop new treatments, and deliver personalized care. Microsoft is working to make AI-powered healthcare more accessible and affordable for everyone. The Future of Education AI has the potential to revolutionize education. It can be used to personalize learning, provide real-time feedback, and make education more accessible to everyone. Microsoft is working to make AI-powered education more engaging and effective for everyone. The Future of Society AI has the potential to address some of the biggest challenges we face as a society, such as climate change, poverty, and inequality. Microsoft is working to use AI to create a more just, sustainable, and inclusive world. A Journey of Transformation Embark on a captivating journey through Microsoft's vision for how AI can transform the world. Discover how Microsoft is working to ensure that AI is used for good, and how it can create a better future for everyone. A Must-Read for Visionaries and Changemakers Whether you're a seasoned business leader, an educator seeking to enhance learning, or an individual passionate about social impact, this book is an essential guide to understanding how AI can be used to create a better world.

The AI Organization

Author : David Carmona
Publisher : O'Reilly Media
ISBN 13 : 1492057347
Total Pages : 260 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis The AI Organization by : David Carmona

Download or read book The AI Organization written by David Carmona and published by O'Reilly Media. This book was released on 2019-11-12 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Much in the same way that software transformed business in the past two decades, AI is set to redefine organizations and entire industries. Just as every company is a software company today, every company will soon be an AI company. This practical guide explains how business and technical leaders can embrace this new breed of organization. Based on real customer experience, Microsoft’s David Carmona covers the journey necessary to become an AI Organization—from applying AI in your business today to the deep transformation that can empower your organization to redefine the industry. You'll learn the core concepts of AI as they are applied to real business, explore and prioritize the most appropriate use cases for AI in your company, and drive the organizational and cultural change needed to transform your business with AI.

The AI Organization

Author : David Carmona
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492057320
Total Pages : 260 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis The AI Organization by : David Carmona

Download or read book The AI Organization written by David Carmona and published by "O'Reilly Media, Inc.". This book was released on 2019-11-12 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Much in the same way that software transformed business in the past two decades, AI is set to redefine organizations and entire industries. Just as every company is a software company today, every company will soon be an AI company. This practical guide explains how business and technical leaders can embrace this new breed of organization. Based on real customer experience, Microsoft’s David Carmona covers the journey necessary to become an AI Organization—from applying AI in your business today to the deep transformation that can empower your organization to redefine the industry. You'll learn the core concepts of AI as they are applied to real business, explore and prioritize the most appropriate use cases for AI in your company, and drive the organizational and cultural change needed to transform your business with AI.

The Future Computed: AI and Manufacturing

Author : Greg Shaw
Publisher :
ISBN 13 : 9781074042066
Total Pages : 140 pages
Book Rating : 4.0/5 (42 download)

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Book Synopsis The Future Computed: AI and Manufacturing by : Greg Shaw

Download or read book The Future Computed: AI and Manufacturing written by Greg Shaw and published by . This book was released on 2019-07-05 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: The sector that led the first and second industrial revolutions is again at the forefront of adopting new technologies to raise productivity, reinvent business processes and create safer work environments. The Future Computed: AI and Manufacturing shares insights from leading companies, policy makers, and labor representatives on how AI is reshaping the marketplace, the workplace and the workforce. The second in Microsoft's Future Computed series, this new book sets out options for governments and industry to enable a competitive manufacturing sector, deliver AI in an ethical way and build a sustainable talent supply chain. The book looks at the digital and cultural transformation that AI is ushering in for manufacturers while offering some policy considerations to foster responsible innovation, improve worker safety, enhance job creation and drive national competitiveness.

From Science Fiction to Reality: Microsoft AI's Impact on Society

Author : M.B. Chatfield
Publisher :
ISBN 13 :
Total Pages : 165 pages
Book Rating : 4./5 ( download)

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Book Synopsis From Science Fiction to Reality: Microsoft AI's Impact on Society by : M.B. Chatfield

Download or read book From Science Fiction to Reality: Microsoft AI's Impact on Society written by M.B. Chatfield and published by . This book was released on with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the realm of artificial intelligence (AI), Microsoft has boldly traversed the path from science fiction to reality, transforming groundbreaking innovations into tangible solutions that reshape our world. This captivating book delves into the transformative impact of Microsoft AI on society, showcasing how this revolutionary technology is enhancing healthcare, education, business, and environmental sustainability. Revolutionizing Healthcare Microsoft AI is transforming healthcare, empowering doctors to make more informed diagnoses, assisting patients with personalized treatment plans, and improving patient outcomes. Explore how Microsoft's AI-powered tools are enabling early detection of diseases, enhancing drug discovery, and facilitating remote patient monitoring. Reimagining Education Microsoft AI is revolutionizing education, providing personalized learning experiences, empowering educators to tailor instruction to individual needs, and bridging the digital divide. Discover how Microsoft's AI tools are enhancing language learning, improving accessibility for students with disabilities, and enabling immersive learning experiences. Harnessing AI for Business Microsoft AI is fundamentally reshaping businesses, optimizing operations, enhancing customer experiences, and driving innovation. Uncover how Microsoft's AI-powered solutions are automating tasks, analyzing data for insights, and enabling businesses to adapt to changing market conditions. Empowering Environmental Stewardship Microsoft AI is playing a pivotal role in environmental sustainability, addressing climate change, managing natural resources, and promoting sustainable practices. Discover how Microsoft's AI tools are optimizing energy consumption, predicting environmental hazards, and enabling sustainable agricultural practices. A Journey of Real-World Impact Embark on a compelling journey through Microsoft AI's impact on society, showcasing real-world examples of how AI is transforming our lives. Explore how Microsoft AI is empowering individuals, businesses, and communities to tackle challenges and create a more sustainable and equitable future. A Must-Read for Visionaries and Changemakers Whether you're a seasoned business leader, an educator seeking to enhance learning, or an individual passionate about social impact, this book is an essential guide to understanding the real-world impact of Microsoft AI. Join Microsoft on its journey to harness the power of AI for positive change, shaping a brighter, more sustainable future for all.

Hit Refresh

Author : Satya Nadella
Publisher : HarperCollins
ISBN 13 : 0062652516
Total Pages : 153 pages
Book Rating : 4.0/5 (626 download)

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Book Synopsis Hit Refresh by : Satya Nadella

Download or read book Hit Refresh written by Satya Nadella and published by HarperCollins. This book was released on 2017-09-26 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: “At the core, Hit Refresh, is about us humans and the unique quality we call empathy, which will become ever more valuable in a world where the torrent of technology will disrupt the status quo like never before.” – Satya Nadella from Hit Refresh “Satya has charted a course for making the most of the opportunities created by technology while also facing up to the hard questions.” – Bill Gates from the Foreword of Hit Refresh The New York Times bestseller Hit Refresh is about individual change, about the transformation happening inside of Microsoft and the technology that will soon impact all of our lives—the arrival of the most exciting and disruptive wave of technology humankind has experienced: artificial intelligence, mixed reality, and quantum computing. It’s about how people, organizations, and societies can and must transform and “hit refresh” in their persistent quest for new energy, new ideas, and continued relevance and renewal. Microsoft’s CEO tells the inside story of the company’s continuing transformation, tracing his own personal journey from a childhood in India to leading some of the most significant technological changes in the digital era. Satya Nadella explores a fascinating childhood before immigrating to the U.S. and how he learned to lead along the way. He then shares his meditations as a sitting CEO—one who is mostly unknown following the brainy Bill Gates and energetic Steve Ballmer. He tells the inside story of how a company rediscovered its soul—transforming everything from culture to their fiercely competitive landscape and industry partnerships. As much a humanist as engineer and executive, Nadella concludes with his vision for the coming wave of technology and by exploring the potential impact to society and delivering call to action for world leaders. “Ideas excite me,” Nadella explains. “Empathy grounds and centers me.” Hit Refresh is a set of reflections, meditations, and recommendations presented as algorithms from a principled, deliberative leader searching for improvement—for himself, for a storied company, and for society.

The Atlas of AI

Author : Kate Crawford
Publisher : Yale University Press
ISBN 13 : 0300209576
Total Pages : 336 pages
Book Rating : 4.3/5 (2 download)

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Book Synopsis The Atlas of AI by : Kate Crawford

Download or read book The Atlas of AI written by Kate Crawford and published by Yale University Press. This book was released on 2021-04-06 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: The hidden costs of artificial intelligence, from natural resources and labor to privacy and freedom What happens when artificial intelligence saturates political life and depletes the planet? How is AI shaping our understanding of ourselves and our societies? In this book Kate Crawford reveals how this planetary network is fueling a shift toward undemocratic governance and increased inequality. Drawing on more than a decade of research, award-winning science, and technology, Crawford reveals how AI is a technology of extraction: from the energy and minerals needed to build and sustain its infrastructure, to the exploited workers behind "automated" services, to the data AI collects from us. Rather than taking a narrow focus on code and algorithms, Crawford offers us a political and a material perspective on what it takes to make artificial intelligence and where it goes wrong. While technical systems present a veneer of objectivity, they are always systems of power. This is an urgent account of what is at stake as technology companies use artificial intelligence to reshape the world.

Open Ai And Microsoft Stargate

Author : StoryBuddiesPlay
Publisher : StoryBuddiesPlay
ISBN 13 :
Total Pages : 39 pages
Book Rating : 4./5 ( download)

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Book Synopsis Open Ai And Microsoft Stargate by : StoryBuddiesPlay

Download or read book Open Ai And Microsoft Stargate written by StoryBuddiesPlay and published by StoryBuddiesPlay. This book was released on 2024-04-07 with total page 39 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dive into the world of Artificial General Intelligence (AGI) with "From Research Labs to Reality". This ebook explores the cutting-edge research of OpenAI and Microsoft Stargate, unraveling their unique approaches to achieving human-level AI. Compare their methodologies, delve into the ethical considerations, and explore the potential impact of AGI on our future. Is an AGI revolution on the horizon? Join us on this thought-provoking journey to uncover the secrets of artificial intelligence.

Responsible Industry 4.0

Author : David Mhlanga
Publisher : Taylor & Francis
ISBN 13 : 1000994406
Total Pages : 283 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Responsible Industry 4.0 by : David Mhlanga

Download or read book Responsible Industry 4.0 written by David Mhlanga and published by Taylor & Francis. This book was released on 2023-11-13 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: The growth of digital technologies and Artificial Intelligence (AI) has the potential to increase global wealth and tackle some of the world's most serious problems, including economic marginalization. In contrast, these innovations may contribute to widening economic gaps and potentially threaten the stability of democratic governments. Changes in economic growth and distribution are occurring in both developed and developing countries due to the impact that new technologies are having on businesses and the workplace. This book provides answers to the question of whether the technologies of the Fourth Industrial Revolution, such as Artificial Intelligence, will lead to greater economic uncertainty, environmental collapse, and social unrest or whether they will help achieve shared prosperity and sustainable development, and successively the Sustainable Development Goals (SDGs). The book focuses on Human-centered Artificial Intelligence (AI) and the responsible deployment of diverse technologies for achieving sustainable development. It examines why the human-centred approach is so crucial to long-term success. It underlines the definition of human-centred AI and its importance in creating sustainability and resilience. It starts with a comprehensive history of the Fourth Industrial Revolution, details how to produce artificial intelligence that is centred on humans in order to accomplish sustainable development in the era of the Fourth Industrial Revolution, and then goes on to discuss the need for proper management and governance of emerging technologies. The book ends by presenting a framework that will assist stakeholders in employing AI in a human-centred manner to achieve the sustainable development goals set for 2030. The book will appeal to scholars, academics and researchers interested in information linked to the SDGs, AI and industry 4.0.

Microsoft Dynamics 365 AI for Business Insights

Author : Dmitry Shargorodsky
Publisher : Packt Publishing Ltd
ISBN 13 : 180181242X
Total Pages : 178 pages
Book Rating : 4.8/5 (18 download)

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Book Synopsis Microsoft Dynamics 365 AI for Business Insights by : Dmitry Shargorodsky

Download or read book Microsoft Dynamics 365 AI for Business Insights written by Dmitry Shargorodsky and published by Packt Publishing Ltd. This book was released on 2024-03-29 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Streamline your business operations by leveraging AI across key functions using practical examples and insightful case studies Key Features Uncover the practical applications of Dynamics 365 AI across sales, customer service, marketing, and finance Explore Dynamics 365’s integration with advanced AI tools such as OpenAI, Azure Open AI, and MS Copilot Learn from real-world examples and case studies Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionIf there is one hot topic being discussed in every boardroom meeting today, it’s AI. With Microsoft Dynamics 365 AI proving to be a game-changer, it’s essential for business professionals to master this tool. Microsoft Dynamics 365 AI for Business Insights will help you harness AI across key business functions to streamline processes and enhance customer experiences. Written by a seasoned professional with 15+ years of experience, this book guides you through Dynamics 365 AI’s practical applications across sales, customer service, marketing, and finance departments. You'll learn how to enhance customer experiences, streamline sales processes, optimize marketing strategies, and improve financial forecasting. This book also explores the integration of generative AI tools such as OpenAI Service, Azure Open AI, language models, and Microsoft Copilot within the Dynamics 365 ecosystem. With real-world examples, case studies, and expert insights, you’ll discover the transformative potential of this powerful toolkit. As well as driving sales insights and implementing fraud protection, you’ll explore emerging AI trends, Microsoft's roadmap for Dynamics 365 AI, and the upcoming features. By the end, you’ll be all set to unlock new growth opportunities using Dynamics 365 AI. What you will learn Overcome common challenges in Dynamics 365 AI implementation with ease Delve into the practical applications of advanced generative AI tools Integrate cutting-edge tools such as OpenAI Service, Azure Open AI, language models, and Microsoft Copilot with Dynamics 365 AI Derive insights from real-world examples of successful AI implementation Discover best practices and strategies for leveraging AI to find useful business insights and enhance operations Explore Microsoft's roadmap for Dynamics 365 AI and the forthcoming trends in AI for business Who this book is for This book is for Dynamics 365 consultants, architects, and IT managers, willing to implement AI in their organizations. Business consultants advising on business technology, especially those focused on Microsoft Dynamics 365, will find it useful for enhancing their skills. A basic understanding of Microsoft Dynamics 365 and its suite of business applications will be beneficial as the book’s focus is on implementing the tool’s AI modules. Familiarity with the principles of artificial intelligence and how it is applied in a business context will also be helpful.

Responsible AI in the Enterprise

Author : Adnan Masood
Publisher : Packt Publishing Ltd
ISBN 13 : 1803249668
Total Pages : 318 pages
Book Rating : 4.8/5 (32 download)

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Book Synopsis Responsible AI in the Enterprise by : Adnan Masood

Download or read book Responsible AI in the Enterprise written by Adnan Masood and published by Packt Publishing Ltd. This book was released on 2023-07-31 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build and deploy your AI models successfully by exploring model governance, fairness, bias, and potential pitfalls Purchase of the print or Kindle book includes a free PDF eBook Key Features Learn ethical AI principles, frameworks, and governance Understand the concepts of fairness assessment and bias mitigation Introduce explainable AI and transparency in your machine learning models Book DescriptionResponsible AI in the Enterprise is a comprehensive guide to implementing ethical, transparent, and compliant AI systems in an organization. With a focus on understanding key concepts of machine learning models, this book equips you with techniques and algorithms to tackle complex issues such as bias, fairness, and model governance. Throughout the book, you’ll gain an understanding of FairLearn and InterpretML, along with Google What-If Tool, ML Fairness Gym, IBM AI 360 Fairness tool, and Aequitas. You’ll uncover various aspects of responsible AI, including model interpretability, monitoring and management of model drift, and compliance recommendations. You’ll gain practical insights into using AI governance tools to ensure fairness, bias mitigation, explainability, privacy compliance, and privacy in an enterprise setting. Additionally, you’ll explore interpretability toolkits and fairness measures offered by major cloud AI providers like IBM, Amazon, Google, and Microsoft, while discovering how to use FairLearn for fairness assessment and bias mitigation. You’ll also learn to build explainable models using global and local feature summary, local surrogate model, Shapley values, anchors, and counterfactual explanations. By the end of this book, you’ll be well-equipped with tools and techniques to create transparent and accountable machine learning models.What you will learn Understand explainable AI fundamentals, underlying methods, and techniques Explore model governance, including building explainable, auditable, and interpretable machine learning models Use partial dependence plot, global feature summary, individual condition expectation, and feature interaction Build explainable models with global and local feature summary, and influence functions in practice Design and build explainable machine learning pipelines with transparency Discover Microsoft FairLearn and marketplace for different open-source explainable AI tools and cloud platforms Who this book is for This book is for data scientists, machine learning engineers, AI practitioners, IT professionals, business stakeholders, and AI ethicists who are responsible for implementing AI models in their organizations.

Azure Data Scientist Associate Certification Guide

Author : Andreas Botsikas
Publisher : Packt Publishing Ltd
ISBN 13 : 1800561261
Total Pages : 448 pages
Book Rating : 4.8/5 (5 download)

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Book Synopsis Azure Data Scientist Associate Certification Guide by : Andreas Botsikas

Download or read book Azure Data Scientist Associate Certification Guide written by Andreas Botsikas and published by Packt Publishing Ltd. This book was released on 2021-12-03 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Develop the skills you need to run machine learning workloads in Azure and pass the DP-100 exam with ease Key FeaturesCreate end-to-end machine learning training pipelines, with or without codeTrack experiment progress using the cloud-based MLflow-compatible process of Azure ML servicesOperationalize your machine learning models by creating batch and real-time endpointsBook Description The Azure Data Scientist Associate Certification Guide helps you acquire practical knowledge for machine learning experimentation on Azure. It covers everything you need to pass the DP-100 exam and become a certified Azure Data Scientist Associate. Starting with an introduction to data science, you'll learn the terminology that will be used throughout the book and then move on to the Azure Machine Learning (Azure ML) workspace. You'll discover the studio interface and manage various components, such as data stores and compute clusters. Next, the book focuses on no-code and low-code experimentation, and shows you how to use the Automated ML wizard to locate and deploy optimal models for your dataset. You'll also learn how to run end-to-end data science experiments using the designer provided in Azure ML Studio. You'll then explore the Azure ML Software Development Kit (SDK) for Python and advance to creating experiments and publishing models using code. The book also guides you in optimizing your model's hyperparameters using Hyperdrive before demonstrating how to use responsible AI tools to interpret and debug your models. Once you have a trained model, you'll learn to operationalize it for batch or real-time inferences and monitor it in production. By the end of this Azure certification study guide, you'll have gained the knowledge and the practical skills required to pass the DP-100 exam. What you will learnCreate a working environment for data science workloads on AzureRun data experiments using Azure Machine Learning servicesCreate training and inference pipelines using the designer or codeDiscover the best model for your dataset using Automated MLUse hyperparameter tuning to optimize trained modelsDeploy, use, and monitor models in productionInterpret the predictions of a trained modelWho this book is for This book is for developers who want to infuse their applications with AI capabilities and data scientists looking to scale their machine learning experiments in the Azure cloud. Basic knowledge of Python is needed to follow the code samples used in the book. Some experience in training machine learning models in Python using common frameworks like scikit-learn will help you understand the content more easily.

A Cloud for Global Good

Author : Microsoft Corporation
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (135 download)

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Book Synopsis A Cloud for Global Good by : Microsoft Corporation

Download or read book A Cloud for Global Good written by Microsoft Corporation and published by . This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Four Battlegrounds: Power in the Age of Artificial Intelligence

Author : Paul Scharre
Publisher : W. W. Norton & Company
ISBN 13 : 0393866874
Total Pages : 330 pages
Book Rating : 4.3/5 (938 download)

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Book Synopsis Four Battlegrounds: Power in the Age of Artificial Intelligence by : Paul Scharre

Download or read book Four Battlegrounds: Power in the Age of Artificial Intelligence written by Paul Scharre and published by W. W. Norton & Company. This book was released on 2023-02-28 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: An NPR 2023 "Books We Love" Pick One of the Next Big Idea Club's Must-Read Books "An invaluable primer to arguably the most important driver of change for our future." —P. W. Singer, author of Burn-In An award-winning defense expert tells the story of today’s great power rivalry—the struggle to control artificial intelligence. A new industrial revolution has begun. Like mechanization or electricity before it, artificial intelligence will touch every aspect of our lives—and cause profound disruptions in the balance of global power, especially among the AI superpowers: China, the United States, and Europe. Autonomous weapons expert Paul Scharre takes readers inside the fierce competition to develop and implement this game-changing technology and dominate the future. Four Battlegrounds argues that four key elements define this struggle: data, computing power, talent, and institutions. Data is a vital resource like coal or oil, but it must be collected and refined. Advanced computer chips are the essence of computing power—control over chip supply chains grants leverage over rivals. Talent is about people: which country attracts the best researchers and most advanced technology companies? The fourth “battlefield” is maybe the most critical: the ultimate global leader in AI will have institutions that effectively incorporate AI into their economy, society, and especially their military. Scharre’s account surges with futuristic technology. He explores the ways AI systems are already discovering new strategies via millions of war-game simulations, developing combat tactics better than any human, tracking billions of people using biometrics, and subtly controlling information with secret algorithms. He visits China’s “National Team” of leading AI companies to show the chilling synergy between China’s government, private sector, and surveillance state. He interviews Pentagon leadership and tours U.S. Defense Department offices in Silicon Valley, revealing deep tensions between the military and tech giants who control data, chips, and talent. Yet he concludes that those tensions, inherent to our democratic system, create resilience and resistance to autocracy in the face of overwhelmingly powerful technology. Engaging and direct, Four Battlegrounds offers a vivid picture of how AI is transforming warfare, global security, and the future of human freedom—and what it will take for democracies to remain at the forefront of the world order.