Confident Ai
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Confident Ai
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Author : Andy Pardoe
language : en
Publisher: Kogan Page Publishers
Release Date : 2024-07-03
Confident Ai written by Andy Pardoe and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-03 with Computers categories.
Discover new skills, expand your knowledge and build your confidence through this fascinating and accessible guide to working with AI. Artificial intelligence has become an integral part of our everyday lives. But it remains an elusive, complex and intimidating technology that has hundreds of iterations and nuances. With Confident AI, build your confidence when working with AI by learning the fundamentals and discovering the intricacies of the industry. Andy Pardoe has spent decades working with AI, not only as an influential academic but also within corporations and as a consultant and accelerator for AI start-ups. He draws upon his expertise and lived experience to offer the essential skills and tools that you need to succeed with Artificial Intelligence, whether you are pursuing it as a career or simply working with AI in your work-life. About the Confident series... From coding and data science to cloud and cybersecurity, the Confident books are perfect for building your technical knowledge and enhancing your professional career.
Intelligent Systems And Applications
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Author : Kohei Arai
language : en
Publisher: Springer Nature
Release Date : 2021-08-06
Intelligent Systems And Applications written by Kohei Arai and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-06 with Technology & Engineering categories.
This book presents Proceedings of the 2021 Intelligent Systems Conference which is a remarkable collection of chapters covering a wider range of topics in areas of intelligent systems and artificial intelligence and their applications to the real world. The conference attracted a total of 496 submissions from many academic pioneering researchers, scientists, industrial engineers, and students from all around the world. These submissions underwent a double-blind peer-review process. Of the total submissions, 180 submissions have been selected to be included in these proceedings. As we witness exponential growth of computational intelligence in several directions and use of intelligent systems in everyday applications, this book is an ideal resource for reporting latest innovations and future of AI. The chapters include theory and application on all aspects of artificial intelligence, from classical to intelligent scope. We hope that readers find the book interesting and valuable; it provides the state-of-the-art intelligent methods and techniques for solving real-world problems along with a vision of the future research.
Confident Cloud
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Author : Adora Nwodo
language : en
Publisher: Kogan Page Publishers
Release Date : 2024-07-03
Confident Cloud written by Adora Nwodo and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-03 with Computers categories.
94% of all enterprises depend upon cloud services. Gain the edge in your career with this essential guide to the fundamental concepts and platforms of cloud computing. Cloud computing is part of our everyday lives, from cloud backups of personal data to cloud platforms powering businesses around the world. But do you really understand how cloud computing works? This comprehensive guide demystifies key concepts and gives you the confidence you need to succeed in this sector. Confident Cloud includes key concepts from FinOps and DevOps to Kubernets and automation. This is supported by practical guidance on working in the industry, alongside a variety of fascinating case studies, clarifying how cloud infrastructure is effectively deployed and maintained. About the Confident series... From coding and data science to cloud and cybersecurity, the Confident books are perfect for building your technical knowledge and enhancing your professional career.
Artificial Intelligence And Machine Learning In Public Healthcare
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Author : KC Santosh
language : en
Publisher: Springer Nature
Release Date : 2022-01-01
Artificial Intelligence And Machine Learning In Public Healthcare written by KC Santosh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-01 with Technology & Engineering categories.
This book discusses and evaluates AI and machine learning (ML) algorithms in dealing with challenges that are primarily related to public health. It also helps find ways in which we can measure possible consequences and societal impacts by taking the following factors into account: open public health issues and common AI solutions (with multiple case studies, such as TB and SARS: COVID-19), AI in sustainable health care, AI in precision medicine and data privacy issues. Public health requires special attention as it drives economy and education system. COVID-19 is an example—a truly infectious disease outbreak. The vision of WHO is to create public health services that can deal with abovementioned crucial challenges by focusing on the following elements: health protection, disease prevention and health promotion. For these issues, in the big data analytics era, AI and ML tools/techniques have potential to improve public health (e.g., existing healthcare solutions and wellness services). In other words, they have proved to be valuable tools not only to analyze/diagnose pathology but also to accelerate decision-making procedure especially when we consider resource-constrained regions.
Ai 2004 Advances In Artificial Intelligence
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Author : Geoffrey Webb
language : en
Publisher: Springer
Release Date : 2004-11-24
Ai 2004 Advances In Artificial Intelligence written by Geoffrey Webb and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-11-24 with Computers categories.
This book constitutes the refereed proceedings of the 17th Australian Conference on Artificial Intelligence, AI 2004, held in Cairns, Australia, in December 2004. The 78 revised full papers and 62 revised short papers presented were carefully reviewed and selected from 340 submissions. The papers are organized in topical sections on agents; biomedical applications; computer vision, image processing, and pattern recognition; ontologies, knowledge discovery and data mining; natural language and speech processing; problem solving and reasoning; robotics; and soft computing.
Between Heightened Confidence And Anxious Reservations
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Author : Julia Tscherpel
language : en
Publisher: GRIN Verlag
Release Date : 2023-05-16
Between Heightened Confidence And Anxious Reservations written by Julia Tscherpel and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-16 with Social Science categories.
Thesis (M.A.) from the year 2021 in the subject Sociology - Miscellaneous, grade: 1,0, Free University of Berlin (Institute of Sociology), language: English, abstract: The thesis draws on the field of the sociology of expectations to highlight the role of shared societal expectations of AI in the diffusion of new technological innovation. It adds to the list of globally shared societal expectations of AI that are described in past research and publications, and analyses the communication of these expectations in twelve National AI Strategies. Lending from communication studies, lexical units that indicate positive or negative expectations regarding this disruptive technology are sought out to arrange countries according to their country-specific vision of AI. They are grouped according to whether they distribute a confident, reserved, or impartial vision of AI.
Hhai 2023 Augmenting Human Intellect
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Author : P. Lukowicz
language : en
Publisher: IOS Press
Release Date : 2023-07-07
Hhai 2023 Augmenting Human Intellect written by P. Lukowicz and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-07 with Computers categories.
Artificial intelligence (AI) has been much in the news recently, with some commentators expressing concern that AI might eventually replace humans. But many developments in AI are designed to enhance and supplement the performance of humans rather than replace them, and a novel field of study, with new approaches and solutions to the development of AI, has arisen to focus on this aspect of the technology. This book presents the proceedings of HHAI2023, the 2nd International Conference on Hybrid Human-Artificial Intelligence, held from 26-30 June 2023, in Munich, Germany. The HHAI international conference series is focused on the study of artificially intelligent systems that cooperate synergistically, proactively, responsibly and purposefully with humans, amplifying rather than replacing human intelligence, and invites contributions from various fields, including AI, human-computer interaction, the cognitive and social sciences, computer science, philosophy, among others. A total of 78 submissions were received for the main conference track, and most papers were reviewed by at least three reviewers. The overall final acceptance rate was 43%, with 14 contributions accepted as full papers, 14 as working papers, and 6 as extended abstracts. The papers presented here cover topics including interactive hybrid agents; hybrid intelligence for decision support; hybrid intelligence for health; and values such as fairness and trust in hybrid intelligence. We further accepted 17 posters and 4 demos as well as 8 students to the first HHAI doctoral consortium this year. The authors of 4 working papers and 2 doctoral consortium submissions opted for not publishing their submissions to allow a later full submission, resulting in a total of 57 papers included in this proceedings Addressing all aspects of AI systems that assist humans and emphasizing the need for adaptive, collaborative, responsible, interactive, and human-centered artificial intelligence systems which can leverage human strengths and compensate for human weaknesses while considering social, ethical, and legal considerations, the book will be of interest to all those working in the field.
Chatgpt For Dummies
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Author : Pam Baker
language : en
Publisher: John Wiley & Sons
Release Date : 2023-05-22
Chatgpt For Dummies written by Pam Baker and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-22 with Computers categories.
Learn how the disruptive AI chatbot is going to change school, work, and beyond ChatGPT For Dummies demystifies the artificial intelligence tool that can answer questions, write essays, and generate just about any kind of text it’s asked for. This powerful example of generative AI is widely predicted to upend education and business. In this book, you’ll learn how ChatGPT works and how you can operate it in a way that yields satisfactory results. You’ll also explore the ethics of using AI-generated content for various purposes. Written by a journalist who's been on the front lines of artificial intelligence for over a decade, this book dives deep into ChatGPT’s potential, so you can make informed decisions—without asking ChatGPT for help. Learn how ChatGPT works and how it fits into the world of generative AI Harness the power of ChatGPT to help you, and avoid letting it hinder you Write queries that deliver the kind of response you want Take a look into how the ChatGPT API interacts with other tools and platforms This just-in-time Dummies title is perfect for any life or career may be impacted by ChatGPT and other AI. ChatGPT is just the tip of the iceberg, and this book can help you prepare for the future.
Optimizing Ai And Machine Learning Solutions
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Author : Mirza Rahim Baig
language : en
Publisher: BPB Publications
Release Date : 2024-03-04
Optimizing Ai And Machine Learning Solutions written by Mirza Rahim Baig and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-04 with Computers categories.
Build high-impact ML/AI solutions by optimizing each step KEY FEATURES ● Build and fine-tune models for maximum performance. ● Practical tips to make your own state-of-the-art AI/ML models. ● ML/AI problem solving tips with multiple case studies to tackle real-world challenges. DESCRIPTION This book approaches data science solution building using a principled framework and case studies with extensive hands-on guidance. It will teach the readers optimization at each step, whether it is problem formulation or hyperparameter tuning for deep learning models. This book keeps the reader pragmatic and guides them toward practical solutions by discussing the essential ML concepts, including problem formulation, data preparation, and evaluation techniques. Further, the reader will be able to learn how to apply model optimization with advanced algorithms, hyperparameter tuning, and strategies against overfitting. They will also benefit from deep learning by optimizing models for image processing, natural language processing, and specialized applications. The reader can put theory into practice with hands-on case studies and code examples, reinforcing their understanding. With this book, the reader will be able to create high-impact, high-value ML/AI solutions by optimizing each step of the solution building process, which is the ultimate goal of every data science professional. WHAT YOU WILL LEARN ● End-to-end solutions to ML/AI problems. ● Data augmentation and transfer learning. ● Optimizing AI/ML solutions at each step of development. ● Multiple hands-on real case studies. ● Choose between various ML/AI models. WHO THIS BOOK IS FOR This book empowers data scientists, developers, and AI enthusiasts at all levels to unlock the full potential of their ML solutions. This guide equips you to become a confident AI optimization expert. TABLE OF CONTENTS 1. Optimizing a Machine Learning /Artificial Intelligence Solution 2. ML Problem Formulation: Setting the Right Objective 3. Data Collection and Pre-processing 4. Model Evaluation and Debugging 5. Imbalanced Machine Learning 6. Hyper-parameter Tuning 7. Parameter Optimization Algorithms 8. Optimizing Deep Learning Models 9. Optimizing Image Models 10. Optimizing Natural Language Processing Models 11. Transfer Learning
Real World Ai
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Author : Alyssa Simpson Rochwerger
language : en
Publisher:
Release Date : 2021-02-17
Real World Ai written by Alyssa Simpson Rochwerger and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-17 with categories.
How can you successfully deploy AI? When AI works, it's nothing short of brilliant, helping companies make or save tremendous amounts of money while delighting customers on an unprecedented scale. When it fails, the results can be devastating. Most AI models never make it out of testing, but those failures aren't random. This practical guide to deploying AI lays out a human-first, responsible approach that has seen more than three times the success rate when compared to the industry average. In Real World AI, Alyssa Simpson Rochwerger and Wilson Pang share dozens of AI stories from startups and global enterprises alike featuring personal experiences from people who have worked on global AI deployments that impact billions of people every day. AI for business doesn't have to be overwhelming. Real World AI uses plain language to walk you through an AI approach that you can feel confident about-for your business and for your customers.