› › Experience Ai

AI and UX

Author : Gavin Lew

Publisher : Apress

Page : 143 pages

File Size : 27,75 MB

Release : 2020-10-17

Category : Computers

ISBN : 9781484257746

Get eBook

Book Description

As venture capital and industrial resources are increasingly poured into rapid advances in artificial intelligence, the actual usage and success of AI depends on a satisfactory experience for the user. UX will play a significant role in the adoption of AI technologies across markets, and AI and UX explores just what these demands will entail. Great effort has been put forth to continuously make AI “smarter.” But, will smarter always equal more successful AI? It is not just about getting a product to market, but about getting the product into a user’s hands in a form that will be embraced. This demands examining the product from the perspective of the user. Authors Gavin Lew and Robert Schumacher have written AI and UX to examine just how product managers and designers can best strike this balance. From exploring the history of the parallel journeys of AI and UX, to investigating past product examples and failures, to practical expert knowledge on how to best execute a positive user experience, AI and UX examines all angles of how AI can best be developed within a UX framework. The new world of AI necessitates an equally new UX lens through which to see all potential products. While massive inroads have created strides in AI technology, it must be accessible and easy to use for the consumer. Innovators in the field need to shift thinking from “it works” to “it works well,” which makes all the difference in increasing adoption. Let your users enhance your data, and let the UX of your product do the selling for you. AI and UX is your roadmap for the future. What You'll Learn Understand how the usage and success of AI depends on a great user experience Discover how technology can advance beyond “it works” to “it works well,” which subsequently increases its adoption Determine what ways can we let the users enhance the data to make AI better attuned to their needs Realize how you can make humans smarter in their interactions with AI Who This Book Is For Those interested in AI and future implications; these can be futurists, technophiles, or product designers and product managers working on AI products



Deep Learning for Coders with fastai and PyTorch

Author : Jeremy Howard

Publisher : O'Reilly Media

Page : 624 pages

File Size : 15,62 MB

Release : 2020-06-29

Category : Computers

ISBN : 1492045497

Get eBook

Book Description

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



AI for People and Business

Author : Alex Castrounis

Publisher : O'Reilly Media

Page : 317 pages

File Size : 39,16 MB

Release : 2019-07-05

Category : Computers

ISBN : 1492036544

Get eBook

Book Description

If you’re an executive, manager, or anyone interested in leveraging AI within your organization, this is your guide. You’ll understand exactly what AI is, learn how to identify AI opportunities, and develop and execute a successful AI vision and strategy. Alex Castrounis, business consultant and former IndyCar engineer and race strategist, examines the value of AI and shows you how to develop an AI vision and strategy that benefits both people and business. AI is exciting, powerful, and game changing—but too many AI initiatives end in failure. With this book, you’ll explore the risks, considerations, trade-offs, and constraints for pursuing an AI initiative. You’ll learn how to create better human experiences and greater business success through winning AI solutions and human-centered products. Use the book’s AIPB Framework to conduct end-to-end, goal-driven innovation and value creation with AI Define a goal-aligned AI vision and strategy for stakeholders, including businesses, customers, and users Leverage AI successfully by focusing on concepts such as scientific innovation and AI readiness and maturity Understand the importance of executive leadership for pursuing AI initiatives "A must read for business executives and managers interested in learning about AI and unlocking its benefits. Alex Castrounis has simplified complex topics so that anyone can begin to leverage AI within their organization." - Dan Park, GM & Director, Uber "Alex Castrounis has been at the forefront of helping organizations understand the promise of AI and leverage its benefits, while avoiding the many pitfalls that can derail success. In this essential book, he shares his expertise with the rest of us." - Dean Wampler, Ph.D., VP, Fast Data Engineering at Lightbend



The AI-Powered Enterprise

Author : Seth Earley

Publisher : Lifetree Media

Page : 320 pages

File Size : 33,14 MB

Release : 2020-04-28

Category : Business & Economics

ISBN : 9781928055501

Get eBook

Book Description

Learn how to develop and employ an ontology, the secret weapon for successfully using artificial intelligence to create a powerful competitive advantage in your business. The AI-Powered Enterprise examines two fundamental questions: First, how will the future be different as a result of artificial intelligence? And second, what must companies do to stake their claim on that future? When the Web came along in the mid-90s, it transformed the behavior of customers and remade whole industries. Now, as part of its promise to bring revolutionary change in untold ways to human activity, artificial intelligence--AI--is about to create another complete transformation in how companies create and deliver value to customers. But despite the billions spent so far on bots and other tools, AI continues to stumble. Why can't it magically use all the data organizations generate to make them run faster and better? Because something is missing. AI works only when it understands the soul of the business. An ontology is a holistic digital model of every piece of information that matters to the business, from processes to products to people, and it's what makes the difference between the promise of AI and delivering on that promise. Business leaders who want to catch the AI wave--rather than be crushed by it--need to read The AI-Powered Enterprise. The book is the first to combine a sophisticated explanation of how AI works with a practical approach to applying AI to the problems of business, from customer experience to business operations to product development.



AI and Self-Dicovery

Author : Elias Rubenstein

Publisher : XinXii

Page : 143 pages

File Size : 26,81 MB

Release : 2024-05-09

Category : Self-Help

ISBN : 3989839039

Get eBook

Book Description

As humanity continues to push the boundaries of the possibilities of technology and artificial intelligence (AI), it is important that we also consider the spiritual implications of these advances. “AI and Self-Discovery: Risks and Opportunities” looks at the complex and multi-layered relationship between AI and spirituality, exploring both the potential dangers and the exciting opportunities that lie ahead. From a spiritual perspective, the ongoing development of AI raises important questions about the nature of consciousness and the role of technology in shaping our understanding of the world. On the one hand, the ability to create machines that can process large amounts of data raises important ethical and moral dilemmas. On the other hand, the potential of AI to augment human capabilities and enhance our understanding of the world, as well as to process information, could lead to new spiritual insights and a deeper understanding of the human experience.



Human + Machine

Author : Paul R. Daugherty

Publisher : Harvard Business Press

Page : 268 pages

File Size : 33,5 MB

Release : 2018-03-20

Category : Computers

ISBN : 1633693872

Get eBook

Book Description

AI is radically transforming business. Are you ready? Look around you. Artificial intelligence is no longer just a futuristic notion. It's here right now--in software that senses what we need, supply chains that "think" in real time, and robots that respond to changes in their environment. Twenty-first-century pioneer companies are already using AI to innovate and grow fast. The bottom line is this: Businesses that understand how to harness AI can surge ahead. Those that neglect it will fall behind. Which side are you on? In Human + Machine, Accenture leaders Paul R. Daugherty and H. James (Jim) Wilson show that the essence of the AI paradigm shift is the transformation of all business processes within an organization--whether related to breakthrough innovation, everyday customer service, or personal productivity habits. As humans and smart machines collaborate ever more closely, work processes become more fluid and adaptive, enabling companies to change them on the fly--or to completely reimagine them. AI is changing all the rules of how companies operate. Based on the authors' experience and research with 1,500 organizations, the book reveals how companies are using the new rules of AI to leap ahead on innovation and profitability, as well as what you can do to achieve similar results. It describes six entirely new types of hybrid human + machine roles that every company must develop, and it includes a "leader’s guide" with the five crucial principles required to become an AI-fueled business. Human + Machine provides the missing and much-needed management playbook for success in our new age of AI. BOOK PROCEEDS FOR THE AI GENERATION The authors' goal in publishing Human + Machine is to help executives, workers, students and others navigate the changes that AI is making to business and the economy. They believe AI will bring innovations that truly improve the way the world works and lives. However, AI will cause disruption, and many people will need education, training and support to prepare for the newly created jobs. To support this need, the authors are donating the royalties received from the sale of this book to fund education and retraining programs focused on developing fusion skills for the age of artificial intelligence.



AI Artistry

Author : Chris Elliott

Publisher : eBookIt.com

Page : 221 pages

File Size : 11,46 MB

Release : 2024-07-05

Category : Computers

ISBN : 1456652966

Get eBook

Book Description

Embark on a Journey to the Intersection of Art and Technology Attention: Are you fascinated by the limitless possibilities of artificial intelligence and how it can revolutionize the world of art? This comprehensive guide is your ticket to explore the captivating realm of Generative AI and its profound applications in artistic creation. Interest: Dive into the intricacies of Generative AI, from understanding foundational concepts like Machine Learning and Neural Networks to mastering advanced topics such as GANs, VAEs, and other generative models. Discover how these technologies can be harnessed to produce visually stunning art, melodic compositions, and even interactive gaming experiences. Each chapter takes you deeper into this mesmerizing world, laying a robust groundwork that evolves into complex, yet approachable, techniques and tools that every beginner can grasp. Desire: Imagine creating your own unique pieces of AI-generated art, contributing to a burgeoning community of artists and technologists who are pushing the boundaries of creativity. Learn how to set up your workspace, collect and manage data ethically, and use powerful tools and libraries to bring your visions to life. The book doesn't just stop at the artistic process but also guides you through monetizing your creations, dealing with legal implications, and continually updating your work for sustained creativity. Action: Whether you're an aspiring artist, a tech enthusiast, or someone who's curious about the future of creativity, this book is your essential guide. Packed with practical projects, step-by-step tutorials, and real-world case studies, it equips you with the knowledge and skills to embark on your own AI artistry journey. Embrace the fusion of art and technology–get your copy now and take the first step into a transformative world where human ingenuity meets machine precision.



Human-Centered AI

Author : Ben Shneiderman

Publisher : Oxford University Press

Page : 390 pages

File Size : 46,40 MB

Release : 2022

Category : Computers

ISBN : 0192845292

Get eBook

Book Description

The remarkable progress in algorithms for machine and deep learning have opened the doors to new opportunities, and some dark possibilities. However, a bright future awaits those who build on their working methods by including HCAI strategies of design and testing. As many technology companies and thought leaders have argued, the goal is not to replace people, but to empower them by making design choices that give humans control over technology. In Human-Centered AI, Professor Ben Shneiderman offers an optimistic realist's guide to how artificial intelligence can be used to augment and enhance humans' lives. This project bridges the gap between ethical considerations and practical realities to offer a road map for successful, reliable systems. Digital cameras, communications services, and navigation apps are just the beginning. Shneiderman shows how future applications will support health and wellness, improve education, accelerate business, and connect people in reliable, safe, and trustworthy ways that respect human values, rights, justice, and dignity.



Smart Retail: Revolutionizing the Shopping Experience with AI

Author : Samuel James

Publisher : Samuel Inbaraja S

Page : 80 pages

File Size : 43,21 MB

Release : 2023-12-30

Category : Business & Economics

ISBN :

Get eBook

Book Description

From personalized recommendations and dynamic pricing to automated inventory management and fraud detection, AI offers a treasure trove of opportunities to boost efficiency, enhance customer experience, and increase profitability. We'll explore how AI can be harnessed to: Understand your customers: Go beyond demographics to uncover hidden preferences and predict buying behavior. Optimize your operations: Streamline logistics, minimize stockouts, and make data-driven decisions for smarter inventory management. Personalize the shopping journey: Create frictionless experiences, offer relevant product suggestions, and build lasting customer relationships. Stay ahead of the curve: Identify emerging trends, adapt to market fluctuations, and innovate with confidence.



AI and Humanity

Author : Illah Reza Nourbakhsh

Publisher : MIT Press

Page : 161 pages

File Size : 41,1 MB

Release : 2020-03-10

Category : Computers

ISBN : 0262358166

Get eBook

Book Description

An examination of the implications for society of rapidly advancing artificial intelligence systems, combining a humanities perspective with technical analysis; includes exercises and discussion questions. AI and Humanity provides an analytical framing and a common language for understanding the effects of technological advances in artificial intelligence on society. Coauthored by a computer scientist and a scholar of literature and cultural studies, it is unique in combining a humanities perspective with technical analysis, using the tools of literary explication to examine the societal impact of AI systems. It explores the historical development of these technologies, moving from the apparently benign Roomba to the considerably more sinister semi-autonomous weapon system Harpy. The book is driven by an exploration of the cultural and etymological roots of a series of keywords relevant to both AI and society. Works examined range from Narrative of the Life of Frederick Douglass, given a close reading for its themes of literacy and agency, to Simon Head's critique of the effects of surveillance and automation on the Amazon labor force in Mindless. Originally developed as a textbook for an interdisciplinary humanities-science course at Carnegie Mellon, AI & Humanity offers discussion questions, exercises (including journal writing and concept mapping), and reading lists. A companion website provides updated resources and a portal to a video archive of interviews with AI scientists, sociologists, literary theorists, and others.