Download or read book Unleashing the Power of Data with Trusted AI written by Wendy Turner-Williams and published by Packt Publishing Ltd. This book was released on 2024-07-04 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the transformative potential of AI for data-driven decision-making and fast-track your organization's growth journey with trusted AI implementation Key Features Gain comprehensive insights and analyses to make quick and accurate decisions Learn to integrate trusted AI into your organizational workflows and decision-making processes Explore real-world case studies that showcase the transformative impact of AI in diverse industries Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionWritten by a distinguished leader and innovator who has been instrumental in spearheading digital, cloud, and AI transformations across global brands, Unleashing the Power of Data with Trusted AI is an indispensable resource that will make you AI-ready. This comprehensive guide is designed to meet the urgent need for clarity and to give you actionable insights into today's rapidly evolving landscape of AI and its fundamental driver - data. You’ll delve into the exciting world of AI and its integration with data, uncover its significance, ethical considerations, and strategic applications with real-life success stories from industry giants like Starbucks, Netflix, and Siemens. You’ll also witness first-hand how the integration of data and AI has reshaped markets and elevated customer experiences, and discover the future of generative AI based on several surveys and case studies. You’ll gain an understanding of how AI has evolved across industries, empowering decision-making and fostering innovation. Tailored for board members, executives, innovators, and tech enthusiasts, this immersive guide will reshape your understanding of data and AI synergy. By the end of this guide, you’ll be able to lead your teams, customers, partners, and organizations confidently and responsibly in the era of AI.What you will learn Navigate ethical considerations and comply with data regulations effectively Elevate data quality and enhance data literacy within your organization Craft effective AI strategies for data analytics processes Explore real-world case studies showcasing the tangible benefits of trusted AI Optimize decision-making processes by harnessing AI-driven insights Who this book is for This report is for executives and board members of mid to large enterprises, such as CDAIOs, CTOs, CIOs, CISOs, CPOs, and CEOs, as well as AI, data, ethics, privacy, and security professionals. With this book, you’ll confidently develop your data and AI implementation strategy and navigate the complex landscape of emerging technologies with clarity.

Download or read book Trillion Dollar Data Hives Unleashing the Power of Data for Business Successes written by Raj Varma and published by Blue Rose Publishers. This book was released on 2023-10-13 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlocking the Secrets of Trillion Dollar Data Hives Data has become the lifeblood of modern businesses. But what does it really take to build an unstoppable data hive? In this insightful book, readers will go behind the scenes of the world's largest data-driven enterprises like Google, Amazon, and Facebook. They will discover how these companies transformed from startups into trillion-dollar giants by mastering the art of data collection and analytics. Through real-world case studies and interviews with industry leaders, learn: How to evolve your organization into a bustling "data ecosystem' that collaborates to gain valuable insights. • Effective strategies for collecting and storing vast amounts of customer and operational data securely at scale. • Powerful techniques for applying artificial intelligence to amplify human intelligence and supercharge decision-making. • Practical ways to harness data-driven insights across departments to revolutionize products, marketing, and overall business strategy. For any executive seeking to understand the dato-first principles that separate industry disruptors, this book delivers unprecedented access into the trillion-dollar data hives shaping the future of business. Its lessons will help you unlock new frontiers of growth in the digital age.

Download or read book Unleashing the Power of Human AI Collaboration written by Robert Norman and published by Independently Published. This book was released on 2024-04 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Imagine a world where artificial intelligence (AI) isn't a competitor, but a powerful collaborator. A world where your creativity and problem-solving skills are augmented by AI's analytical prowess, leading to breakthroughs you never thought possible. This isn't science fiction; it's the future we're building right now. But are you ready? Feeling overwhelmed by the hype around AI? Worried AI might replace your job? Unsure how to leverage AI for your own success? You're not alone. Many people feel a mix of excitement and apprehension about the rise of AI. But what if I told you that AI can be your greatest asset, not your replacement? "Unleashing the Power of Human-AI Collaboration" is your guide to navigating this transformative era. This book is packed with insights from leading experts and real-world case studies, empowering you to: Demystify AI: Gain a clear understanding of AI's capabilities and limitations, separating hype from reality. Unlock Hidden Insights: Learn how to extract valuable data from AI systems, fueling innovation and growth. Forge Powerful Partnerships: Discover strategies for collaborating effectively with AI, maximizing your combined strengths. Prepare for the Future of Work: Develop the skills needed to thrive in a workplace shaped by AI. This book isn't just about technology; it's about empowering you to thrive in the age of AI. Here's a sneak peek: I'll explore inspiring examples of human-AI collaboration already revolutionizing industries like healthcare, education, and scientific discovery. I'll address ethical considerations and potential challenges associated with AI, equipping you to navigate the future responsibly. "Unleashing the Power of Human-AI Collaboration" is more than just a book; it's an investment in your future. Don't be left behind. Embrace the power of human-AI collaboration and unlock a world of limitless possibilities. This book is the perfect gift for: Anyone curious about the future of AI Professionals seeking to stay ahead of the curve Entrepreneurs looking to leverage AI for innovation Anyone who wants to ensure they thrive in a world shaped by AI Order your copy today and start your journey towards a brighter future with AI!

Download or read book Data Driven Domination Unleashing the Power of Digital Marketing written by Dipesh K. Shrestha and published by Skillworldhub. This book was released on 2024-03-21 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dive into the dynamic world of digital marketing with 'Data-Driven Domination: Unleashing the Power of Digital Marketing.' From its humble beginnings to its current omnipresence, this book traces the evolution of digital marketing, exploring its fundamental principles, advanced strategies, and emerging trends. With comprehensive insights and practical guidance, readers will discover how to navigate the digital ecosystem, craft compelling content, harness the power of social media, unlock the secrets of SEO, leverage data-driven decision-making, and stay ahead of the curve in an ever-changing landscape. Whether you're a seasoned marketer or a newcomer to the digital arena, this book provides the tools and knowledge necessary to succeed in the fast-paced world of digital marketing.

Download or read book Analytics in the Age of Artificial Intelligence The Why and the How of Using Analytics to Unleash the Power of Artificial Intelligence written by Priyo Chatterjee and published by Atlantic Publishing Company. This book was released on 2021-07-07 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence is a significant development in the technological landscape, and it is poised to be a veritable game-changer for all concerned. Given globalization and the winner-take-all market dynamics, there is a “superstar” effect at play in most markets, where a select few companies capture a lion’s share of the market, as well as the profit. Given this environment, Analytics goes from becoming a “good to have” to a “must have” if organizations are to take this opportunity to leverage the power of artificial intelligence and other adjacent technologies in an impactful manner. In this book, Priyo Chatterjee, drawing on his years of experience in the Analytics and Data Science space, takes a methodical approach to Analytics by first demonstrating why it has become so critical in “The Age of Artificial Intelligence.” Then he shows how companies can become more Analytical and, thereby, successful in deploying artificial intelligence strategies.

Download or read book AI Powered Digital Marketing written by Kabindra Kundu and published by Sucess Mantra Publications. This book was released on 2023-07-15 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chapter-wise Review of "AI-Powered Digital Marketing: Revolutionizing Your Marketing Strategies" Chapter 1: Fundamentals of AI-Powered Digital Marketing This chapter sets the stage for an exciting journey into the world of AI-powered digital marketing. The author provides a comprehensive overview of the fundamental concepts, explaining how AI is reshaping the marketing landscape. With clear explanations and real-life examples, readers are introduced to the immense potential and benefits of integrating AI into their marketing strategies. Chapter 2: Introduction to AI-driven Digital Marketing Building on the fundamentals, this chapter delves deeper into AI-driven digital marketing. It explores various AI technologies and their applications in marketing, such as machine learning, natural language processing, and predictive analytics. The author successfully simplifies complex concepts, making it accessible to marketers of all levels. By showcasing the practical uses of AI, readers are inspired to leverage these powerful tools. Chapter 3: Search Engine Optimization (SEO) In this crucial chapter, the author explains how AI is revolutionizing search engine optimization. From keyword research to content optimization and link building, AI-driven techniques are explored to help businesses achieve higher rankings and increased organic traffic. The inclusion of practical tips and best practices ensures that readers can immediately apply these strategies to improve their SEO efforts. Chapter 4: AI for Technical SEO Technical SEO can often be daunting, but this chapter simplifies the process with AI. Readers gain valuable insights into how AI algorithms can identify and resolve technical issues, improve website performance, and enhance user experience. By harnessing the power of AI for technical SEO, businesses can gain a competitive edge and drive more targeted traffic to their websites. Chapter 5: Reputation Management Ethical Considerations in AI-powered digital marketing (included topic) This book stands out by addressing the critical topic of ethical considerations in AI-powered digital marketing. The dedicated section explores the ethical challenges associated with AI, such as data privacy, bias, and transparency. It provides valuable guidance on maintaining ethical standards and fostering trust with consumers. This chapter ensures that marketers prioritize responsible AI usage. Chapter 6: AI-Powered Content Writing and Marketing Content is king, and this chapter demonstrates how AI can revolutionize content creation and marketing. From AI-powered content generation to natural language processing for personalized content, readers discover innovative ways to create engaging and relevant content. The author showcases real-life examples and best practices, equipping marketers with the knowledge to leverage AI for effective content strategies. Chapter 7: Email Marketing and Automation Email marketing remains a powerful tool in the digital marketing arsenal, and this chapter showcases how AI can enhance its effectiveness. Readers learn how to leverage AI for email campaign optimization, personalization, and workflow automation. The practical tips and case studies presented inspire marketers to create highly targeted and engaging email strategies. Chapter 8: Social Media Marketing Social media platforms are dynamic and ever-evolving, and AI is at the forefront of transforming social media marketing. This chapter explores AI-powered social listening, sentiment analysis, chatbots, and social media advertising optimization. Marketers gain valuable insights into leveraging AI to maximize their social media presence and engage with their target audience effectively. Chapter 9: Role of ChatGPT and Google BERT in Digital Marketing This chapter highlights the immense potential of AI-driven chatbots and language models. Readers discover how ChatGPT and Google BERT can enhance customer interactions, content creation, and search engine rankings. The practical applications and case studies presented make it an essential read for marketers looking to leverage the power of conversational AI. Chapter 10: Google Search Console: Step-by-Step Implementation Google Search Console is a critical tool for SEO success, and this chapter provides a step-by-step guide on leveraging its features. Marketers gain a comprehensive understanding of data analysis, website performance monitoring, and optimization suggestions. By harnessing the power of Google Search Console, businesses can fine-tune their SEO strategies and achieve higher search rankings. Chapter 11: Influencer Marketing Influencer marketing has become a key component of digital strategies, and AI can enhance its effectiveness. This chapter explores AI-powered influencer discovery, campaign management, and performance tracking. Readers gain insights into identifying the right influencers, measuring the impact of collaborations, and maximizing ROI. The practical tips and strategies provided make it a must-read for marketers seeking to amplify their brand reach. Chapter 12: Performance Marketing Performance marketing is all about driving measurable results, and this chapter shows how AI can be a game-changer in this field. The exploration of AI-powered advertising platforms, programmatic advertising, predictive analytics, and customer segmentation equips marketers with the tools to optimize their performance marketing strategies. It's an essential read for those seeking data-driven success. Chapter 13: Google Analytics No digital marketing book is complete without a comprehensive understanding of Google Analytics, and this chapter delivers just that. Marketers will benefit from the in-depth exploration of Google Analytics features, data interpretation, and actionable insights. With practical tips for tracking and optimizing marketing campaigns, this chapter is a goldmine for digital marketers. Chapter 14: Exploring the Uses of Canva for Digital Marketing Visual content plays a crucial role in digital marketing, and Canva has emerged as a powerful design tool. This chapter showcases how AI-powered design platforms like Canva can streamline the creation of engaging visual content. Readers discover how to leverage templates, design automation, and data-driven insights to create stunning visuals that resonate with their target audience. Chapter 15: Google Tag Manager Tracking and managing marketing tags can be complex, but Google Tag Manager simplifies the process. This chapter provides a comprehensive guide to implementing and utilizing Google Tag Manager effectively. Marketers gain insights into tag deployment, event tracking, and data integration, empowering them to streamline their analytics and optimize their marketing efforts. Chapter 16: Affiliate Marketing Affiliate marketing continues to be a popular revenue-generating strategy, and AI can enhance its effectiveness. This chapter explores AI-powered affiliate tracking, performance optimization, and fraud detection. By leveraging AI, marketers can automate processes, optimize partnerships, and maximize their affiliate marketing ROI. Chapter 17: Marketing Automation and Use of Zapier Automation is key to scaling marketing efforts, and this chapter demonstrates how AI-powered tools like Zapier can streamline workflows. Readers gain insights into automating repetitive tasks, integrating various marketing tools, and improving overall efficiency. By harnessing the power of marketing automation, marketers can focus on strategic initiatives and achieve greater productivity. Chapter 18: Introduction to Marketing Analytics Data-driven decision-making is essential in modern marketing, and this chapter introduces marketers to the world of marketing analytics. Readers gain a comprehensive understanding of data collection, analysis, and visualization techniques. By harnessing the power of marketing analytics, businesses can uncover actionable insights and optimize their marketing strategies. Chapter 19: Latest Products of Google for Digital Marketing Google is at the forefront of AI innovation, and this chapter explores the latest products that can transform digital marketing. Readers discover cutting-edge tools like Google Performance Max, Google Search Generative Experience, and Google Product Studio. By staying up-to-date with the latest Google offerings, marketers can leverage AI to stay ahead of the competition. Chapter 20: Role of CRM in Digital Marketing CRM (Customer Relationship Management) systems are crucial for managing customer interactions, and this chapter highlights their significance in the digital marketing landscape. Readers gain insights into leveraging AI-powered CRM tools for lead management, customer segmentation, and personalized marketing. By utilizing CRM effectively, marketers can enhance customer relationships and drive business growth. Chapter 21: Sales Funnel Understanding the sales funnel is essential for successful marketing campaigns, and this chapter provides a comprehensive guide. Readers learn how AI can optimize each stage of the sales funnel, from lead generation to conversion and retention. By aligning AI-powered strategies with the sales funnel, businesses can enhance their overall marketing performance. Chapter 22: Lead Generation Lead generation is the lifeblood of any business, and this chapter focuses on leveraging AI for effective lead generation strategies. Readers gain insights into AI-powered lead scoring, predictive analytics, and personalized targeting. By implementing AI-driven lead generation techniques, marketers can optimize their efforts and attract high-quality leads. Chapter 23: AI-Powered Attribution Model and ROI Analysis Determining the ROI of marketing campaigns can be challenging, but AI-powered attribution models offer a solution. This chapter explores advanced attribution models, data-driven ROI analysis, and campaign optimization. By leveraging AI for accurate attribution and ROI analysis, businesses can make informed decisions and allocate resources effectively. Chapter 24: Podcast Podcasts have gained immense popularity, and this chapter showcases how AI can enhance podcast marketing efforts. Readers discover AI-powered podcast recommendations, transcription, and audience analysis. By leveraging AI in podcast marketing, businesses can expand their reach and engage with a targeted audience effectively. Chapter 25: RSS Feed RSS feeds remain a valuable tool for content distribution, and this chapter explores how AI can optimize their usage. Readers learn about AI-powered content curation, personalized RSS feeds, and automated distribution. By leveraging AI in RSS feed management, marketers can deliver relevant content to their audience and increase engagement. Chapter 26: Other Free Resources This chapter provides a treasure trove of free resources that marketers can leverage to enhance their AI-powered digital marketing strategies. From free AI tools to online courses and communities, readers gain access to a wealth of valuable resources. By taking advantage of these resources, marketers can continue to learn, grow, and stay at the forefront of AI-driven marketing. Chapter 27: Project on AI The inclusion of practical projects allows readers to apply their newfound knowledge in real-world scenarios. The projects presented, such as sentiment analysis for social media marketing and a keyword research tool, enable marketers to gain hands-on experience and enhance their skills. Digital Marketing Glossary To ensure readers have a comprehensive understanding of AI-powered digital marketing terminology, the book concludes with a comprehensive glossary. It serves as a valuable reference, helping marketers navigate the evolving field with confidence. Ethical Considerations in AI-Powered Digital Marketing (included topic) The dedicated section on ethical considerations in AI-powered digital marketing highlights the importance of responsible AI usage. It addresses crucial topics such as data privacy, bias, and transparency, ensuring that marketers prioritize ethical practices in their AI-driven strategies. Future Trends in AI-Powered Digital Marketing (included topic) While the book covers a wide range of AI-powered digital marketing topics, it goes beyond the present and explores future trends. By discussing upcoming developments, such as voice search, AI chatbots, and personalized marketing experiences, readers are equipped with insights to stay ahead of the curve. Overall, "AI-Powered Digital Marketing: Revolutionizing Your Marketing Strategies" offers a comprehensive and practical guide to leveraging AI in digital marketing. It combines fundamental concepts, practical tips, and real-life examples to empower marketers to optimize their strategies, improve ROI, and drive business success in the digital age. With its focus on ethical considerations and future trends, this book is a must-have for any marketer looking to stay competitive in the ever-evolving world of AI-powered digital marketing.

Download or read book Advanced IBM Watson Techniques written by StoryBuddiesPlay and published by StoryBuddiesPlay. This book was released on 2024-06-13 with total page 77 pages. Available in PDF, EPUB and Kindle. Book excerpt: Harness the Power of AI with Watson: Your Comprehensive Guide to Building Intelligent Solutions This book is your one-stop shop for mastering Watson services and integrating AI into your projects. Dive deep into advanced techniques for natural language processing, chatbot design, information retrieval, and machine learning. Discover how Watson empowers you to: Advanced IBM Watson Techniques Unlock data insights: Extract valuable knowledge from text data with Watson NLU and gain insights with Watson Discovery. Build cognitive applications: Craft intelligent solutions that automate tasks, utilize natural language interfaces, and leverage machine learning for data-driven decisions. Streamline enterprise automation: Automate repetitive tasks and workflows, improving efficiency and freeing up human resources for higher-value activities. Develop responsible AI: Ensure the ethical and trustworthy use of AI with a focus on security, bias mitigation, and responsible governance practices. Explore the future of AI with Watson and transform your business!

Download or read book Unleashing Tomorrow The Power of Blockchain and AI in Our World written by Lakshay Taneja and published by Pencil. This book was released on 2024-05-08 with total page 73 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unleashing Tomorrow: The Power of Blockchain and AI in Our World" delves into the revolutionary impact of Blockchain and Artificial Intelligence (AI) across industries. Exploring lesser-known applications and emerging fields like decentralized finance (DeFi) and AI ethics, this book uncovers niche opportunities for innovation and growth. Through in-depth case studies and analysis, readers discover how these technologies reshape economies, enhance transparency, and drive sustainability. From tokenizing real assets to AI-powered personalized medicine, this book illuminates the transformative potential of Blockchain and AI in shaping tomorrow's world.

Download or read book Can We Trust AI written by Rama Chellappa and published by JHU Press. This book was released on 2022-11-15 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence is part of our daily lives. How can we address its limitations and guide its use for the benefit of communities worldwide? Artificial intelligence (AI) has evolved from an experimental computer algorithm used by academic researchers to a commercially reliable method of sifting through large sets of data that detect patterns not readily apparent through more rudimentary search tools. As a result, AI-based programs are helping doctors make more informed decisions about patient care, city planners align roads and highways to reduce traffic congestion with better efficiency, and merchants scan financial transactions to quickly flag suspicious purchases. But as AI applications grow, concerns have increased, too, including worries about applications that amplify existing biases in business practices and about the safety of self-driving vehicles. In Can We Trust AI?, Dr. Rama Chellappa, a researcher and innovator with 40 years in the field, recounts the evolution of AI, its current uses, and how it will drive industries and shape lives in the future. Leading AI researchers, thought leaders, and entrepreneurs contribute their expertise as well on how AI works, what we can expect from it, and how it can be harnessed to make our lives not only safer and more convenient but also more equitable. Can We Trust AI? is essential reading for anyone who wants to understand the potential—and pitfalls—of artificial intelligence. The book features: • an exploration of AI's origins during the post–World War II era through the computer revolution of the 1960s and 1970s, and its explosion among technology firms since 2012; • highlights of innovative ways that AI can diagnose medical conditions more quickly and accurately; • explanations of how the combination of AI and robotics is changing how we drive; and • interviews with leading AI researchers who are pushing the boundaries of AI for the world's benefit and working to make its applications safer and more just. Johns Hopkins Wavelengths In classrooms, field stations, and laboratories in Baltimore and around the world, the Bloomberg Distinguished Professors of Johns Hopkins University are opening the boundaries of our understanding of many of the world's most complex challenges. The Johns Hopkins Wavelengths book series brings readers inside their stories, illustrating how their pioneering discoveries and innovations benefit people in their neighborhoods and across the globe in artificial intelligence, cancer research, food systems' environmental impacts, health equity, planetary science, science diplomacy, and other critical arenas of study. Through these compelling narratives, their insights will spark conversations from dorm rooms to dining rooms to boardrooms.

Download or read book Trustworthy AI written by Beena Ammanath and published by John Wiley & Sons. This book was released on 2022-03-22 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential resource on artificial intelligence ethics for business leaders In Trustworthy AI, award-winning executive Beena Ammanath offers a practical approach for enterprise leaders to manage business risk in a world where AI is everywhere by understanding the qualities of trustworthy AI and the essential considerations for its ethical use within the organization and in the marketplace. The author draws from her extensive experience across different industries and sectors in data, analytics and AI, the latest research and case studies, and the pressing questions and concerns business leaders have about the ethics of AI. Filled with deep insights and actionable steps for enabling trust across the entire AI lifecycle, the book presents: In-depth investigations of the key characteristics of trustworthy AI, including transparency, fairness, reliability, privacy, safety, robustness, and more A close look at the potential pitfalls, challenges, and stakeholder concerns that impact trust in AI application Best practices, mechanisms, and governance considerations for embedding AI ethics in business processes and decision making Written to inform executives, managers, and other business leaders, Trustworthy AI breaks new ground as an essential resource for all organizations using AI.

Download or read book Cognitive Computing for Big Data Systems Over IoT written by Arun Kumar Sangaiah and published by Springer. This book was released on 2017-12-30 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings a high level of fluidity to analytics and addresses recent trends, innovative ideas, challenges and cognitive computing solutions in big data and the Internet of Things (IoT). It explores domain knowledge, data science reasoning and cognitive methods in the context of the IoT, extending current data science approaches by incorporating insights from experts as well as a notion of artificial intelligence, and performing inferences on the knowledge The book provides a comprehensive overview of the constituent paradigms underlying cognitive computing methods, which illustrate the increased focus on big data in IoT problems as they evolve. It includes novel, in-depth fundamental research contributions from a methodological/application in data science accomplishing sustainable solution for the future perspective. Mainly focusing on the design of the best cognitive embedded data science technologies to process and analyze the large amount of data collected through the IoT, and aid better decision making, the book discusses adapting decision-making approaches under cognitive computing paradigms to demonstrate how the proposed procedures as well as big data and IoT problems can be handled in practice. This book is a valuable resource for scientists, professionals, researchers, and academicians dealing with the new challenges and advances in the specific areas of cognitive computing and data science approaches.

Download or read book AI Powered Business Intelligence written by Tobias Zwingmann and published by "O'Reilly Media, Inc.". This book was released on 2022-06-10 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use business intelligence to power corporate growth, increase efficiency, and improve corporate decision making. With this practical book featuring hands-on examples in Power BI with basic Python and R code, you'll explore the most relevant AI use cases for BI, including improved forecasting, automated classification, and AI-powered recommendations. And you'll learn how to draw insights from unstructured data sources like text, document, and image files. Author Tobias Zwingmann helps BI professionals, business analysts, and data analytics understand high-impact areas of artificial intelligence. You'll learn how to leverage popular AI-as-a-service and AutoML platforms to ship enterprise-grade proofs of concept without the help of software engineers or data scientists. Learn how AI can generate business impact in BI environments Use AutoML for automated classification and improved forecasting Implement recommendation services to support decision-making Draw insights from text data at scale with NLP services Extract information from documents and images with computer vision services Build interactive user frontends for AI-powered dashboard prototypes Implement an end-to-end case study for building an AI-powered customer analytics dashboard

Download or read book Driving 5G Mobile Communications with Artificial Intelligence towards 6G written by Dragorad A. Milovanovic and published by CRC Press. This book was released on 2023-04-06 with total page 643 pages. Available in PDF, EPUB and Kindle. Book excerpt: Driving 5G Mobile Communications with Artificial Intelligence towards 6G presents current work and directions of continuously innovation and development in multimedia communications with a focus on services and users. The fifth generation of mobile wireless networks achieved the first deployment by 2020, completed the first phase of evolution in 2022, and started transition phase of 5G-Advanced toward the sixth generation. Perhaps one of the most important innovations brought by 5G is the platform-approach to connectivity, i.e., a single standard that can adapt to the heterogeneous connectivity requirements of vastly different use cases. 5G networks contain a list of different requirements, standardized technical specifications and a range of implementation options with spectral efficiency, latency, and reliability as primary performance metrics. Towards 6G, machine learning (ML) and artificial intelligence (AI) methods have recently proposed new approaches to modeling, designing, optimizing and implementing systems. They are now matured technologies that improve many research fields significantly. The area of wireless multimedia communications has developed immensely, generating a large number of concepts, ideas, technical specifications, mobile standards, patents, and articles. Identifying the basic ideas and their complex interconnections becomes increasingly important. The book is divided into three major parts, with each part containing four or five chapters: Advanced 5G communication Machine learning-based communication and network automation Artificial Intelligence towards 6G The first part discusses three main scenarios and standard specification of 5G use cases (eMBB, URLLC, mMTC), vehicular systems beyond 5G, and efficient edge architecture on NFV infrastructure. In the second part, different AI/ML-based methodologies and open research challenges are presented in introducing 5G-AIoT artificial intelligence of things, scheduling in 5G/6G communication systems, application of DL techniques to modulation, detection, and channel coding as well as 5G Open Source tools for experimentations and testing. The third part paved the way to deployment scenarios for different innovative services including technologies and applications of 5G/6G intelligent connectivity, AI-assisted eXtended Reality, integrated 5G-IoT architecture in next-generation Smart Grid, privacy requirements in a hyper-connected world, and evaluation of representative 6G use cases and technology trends. The book is written by field experts from Europe and Mauritius who introduce a blend of scuentific and engineering concepts covering this emerging wireless communication era. It is a very good reference book for telecom professionals, engineers, and practitioner in various 5G vertical domains and, finally, a basis for student courses in 5G/6G wireless systems.

Download or read book Competing in the Age of AI written by Marco Iansiti and published by Harvard Business Press. This book was released on 2020-01-07 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: "a provocative new book" — The New York Times AI-centric organizations exhibit a new operating architecture, redefining how they create, capture, share, and deliver value. Now with a new preface that explores how the coronavirus crisis compelled organizations such as Massachusetts General Hospital, Verizon, and IKEA to transform themselves with remarkable speed, Marco Iansiti and Karim R. Lakhani show how reinventing the firm around data, analytics, and AI removes traditional constraints on scale, scope, and learning that have restricted business growth for hundreds of years. From Airbnb to Ant Financial, Microsoft to Amazon, research shows how AI-driven processes are vastly more scalable than traditional processes, allow massive scope increase, enabling companies to straddle industry boundaries, and create powerful opportunities for learning—to drive ever more accurate, complex, and sophisticated predictions. When traditional operating constraints are removed, strategy becomes a whole new game, one whose rules and likely outcomes this book will make clear. Iansiti and Lakhani: Present a framework for rethinking business and operating models Explain how "collisions" between AI-driven/digital and traditional/analog firms are reshaping competition, altering the structure of our economy, and forcing traditional companies to rearchitect their operating models Explain the opportunities and risks created by digital firms Describe the new challenges and responsibilities for the leaders of both digital and traditional firms Packed with examples—including many from the most powerful and innovative global, AI-driven competitors—and based on research in hundreds of firms across many sectors, this is your essential guide for rethinking how your firm competes and operates in the era of AI.

Download or read book AI Unleashed The C Suite Blueprint for Driving Innovation and Profitability written by Dan Dinu and published by OKT.ai. This book was released on 2024-05-23 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI Unleashed is a practical guide for C-suite executives who want to leverage the power of artificial intelligence to drive innovation and profitability. This book debunks common misconceptions about AI, explaining its true potential and how it can be implemented effectively. It offers a comprehensive playbook for each C-suite role, covering strategy, investment, ethics, talent, and operational excellence. Dan Dinu walks readers through a step-by-step process for identifying and implementing AI solutions, providing real-world examples and actionable advice. He also addresses the challenges and risks associated with AI, highlighting the importance of data governance, cybersecurity, and ethical considerations. Key takeaways: Unleash the power of AI: Learn how to identify and capitalize on AI opportunities within your organization. Develop a winning AI strategy: Understand how AI can transform every aspect of your business, from marketing and sales to production and customer service. Navigate the ethical landscape: Explore the challenges and opportunities presented by AI ethics and develop a framework for responsible AI implementation. Build an AI-ready workforce: Learn how to recruit, train, and upskill your team to thrive in the AI era. Calculate the ROI of AI: Discover how to measure the value of your AI investments and ensure they deliver tangible results. AI Unleashed is an essential resource for any C-suite leader who wants to navigate the AI revolution and shape the future of their business.

Download or read book The Artificial Intelligence Infrastructure Workshop written by Chinmay Arankalle and published by Packt Publishing Ltd. This book was released on 2020-08-17 with total page 731 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore how a data storage system works – from data ingestion to representation Key FeaturesUnderstand how artificial intelligence, machine learning, and deep learning are different from one anotherDiscover the data storage requirements of different AI apps using case studiesExplore popular data solutions such as Hadoop Distributed File System (HDFS) and Amazon Simple Storage Service (S3)Book Description Social networking sites see an average of 350 million uploads daily - a quantity impossible for humans to scan and analyze. Only AI can do this job at the required speed, and to leverage an AI application at its full potential, you need an efficient and scalable data storage pipeline. The Artificial Intelligence Infrastructure Workshop will teach you how to build and manage one. The Artificial Intelligence Infrastructure Workshop begins taking you through some real-world applications of AI. You'll explore the layers of a data lake and get to grips with security, scalability, and maintainability. With the help of hands-on exercises, you'll learn how to define the requirements for AI applications in your organization. This AI book will show you how to select a database for your system and run common queries on databases such as MySQL, MongoDB, and Cassandra. You'll also design your own AI trading system to get a feel of the pipeline-based architecture. As you learn to implement a deep Q-learning algorithm to play the CartPole game, you'll gain hands-on experience with PyTorch. Finally, you'll explore ways to run machine learning models in production as part of an AI application. By the end of the book, you'll have learned how to build and deploy your own AI software at scale, using various tools, API frameworks, and serialization methods. What you will learnGet to grips with the fundamentals of artificial intelligenceUnderstand the importance of data storage and architecture in AI applicationsBuild data storage and workflow management systems with open source toolsContainerize your AI applications with tools such as DockerDiscover commonly used data storage solutions and best practices for AI on Amazon Web Services (AWS)Use the AWS CLI and AWS SDK to perform common data tasksWho this book is for If you are looking to develop the data storage skills needed for machine learning and AI and want to learn AI best practices in data engineering, this workshop is for you. Experienced programmers can use this book to advance their career in AI. Familiarity with programming, along with knowledge of exploratory data analysis and reading and writing files using Python will help you to understand the key concepts covered.

Download or read book Power BI Machine Learning and OpenAI written by Greg Beaumont and published by Packt Publishing Ltd. This book was released on 2023-05-31 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unleash the full potential of Power BI with the integration of AI and machine learning techniques using OpenAI Purchase of the print or Kindle book includes a free PDF eBook Key Features Take flight with Power BI machine learning and OpenAI using hands-on examples from the FAA airline data Unlock the full potential of Power BI for advanced analytics using OpenAI Design stunning data presentations, seamless integration of machine learning tools and technologies with OpenAI Book Description Microsoft Power BI is the ultimate solution for businesses looking to make data-driven decisions and unlock the full potential of their data. Unleashing Your Data with Power BI Machine Learning and OpenAI is designed for data scientists and BI professionals seeking to improve their existing solutions and workloads using AI. The book explains the intricacies of the subject by using a workshop-style data story for data ingestion, data modeling, analytics, and predictive analytics with Power BI machine learning. Along the way, you'll learn about AI features, AI visuals, R/Python integration, and OpenAI integration. The workshop-style content allows you to practice all your learnings in real-life challenges and gain hands-on experience. Additionally, you'll gain an understanding of AI/ML, step by step, with replicable examples and references. From enhancing data visualizations to building SaaS Power BI ML models, and integrating Azure OpenAI, this book will help you unlock new capabilities in Power BI. By the end of this book, you'll be well-equipped to build ML models in Power BI, plan projects for both BI and ML, understand R/Python visuals with Power BI, and introduce OpenAI to enhance your analytics solutions. What you will learn Discover best practices for implementing AI and ML capabilities in Power BI along with integration of OpenAI into the solution Understand how to integrate OpenAI and cognitive services into Power BI Explore how to build a SaaS auto ML model within Power BI Gain an understanding of R/Python integration with Power BI Enhance data visualizations for ML feature discovery Discover how to improve existing solutions and workloads using AI and ML capabilities in Power BI with OpenAI Acquire tips and tricks for successfully using AI and ML capabilities in Power BI along with integration of OpenAI into the solution Who this book is for This book is for data science and BI professionals looking to expand their skill sets into Power BI machine learning and OpenAI. This book is also useful for data scientists, data analysts, and IT professionals who want to learn how to incorporate OpenAI into Power BI for advanced experience.