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Harness the power of AI with innovative, real-world applications, and unprecedented productivity boosts, powered by the latest advancements in AI technology like ChatGPT and OpenAIPurchase of the print or Kindle book includes a free PDF eBookKey Features:Explore the theory behind generative AI models and the road to GPT3 and GPT4Become familiar with ChatGPT's applications to boost everyday productivityLearn to embed OpenAI models into applications using lightweight frameworks like LangChainBook Description:Generative AI models and AI language models are becoming increasingly popular due to their unparalleled capabilities. This book will provide you with insights into the inner workings of the LLMs and guide you through creating your own language models. You'll start with an introduction to the field of generative AI, helping you understand how these models are trained to generate new data.Next, you'll explore use cases where ChatGPT can boost productivity and enhance creativity. You'll learn how to get the best from your ChatGPT interactions by improving your prompt design and leveraging zero, one, and few-shots learning capabilities. The use cases are divided into clusters of marketers, researchers, and developers, which will help you apply what you learn in this book to your own challenges faster.You'll also discover enterprise-level scenarios that leverage OpenAI models' APIs available on Azure infrastructure; both generative models like GPT-3 and embedding models like Ada. For each scenario, you'll find an end-to-end implementation with Python, using Streamlit as the frontend and the LangChain SDK to facilitate models' integration into your applications.By the end of this book, you'll be well equipped to use the generative AI field and start using ChatGPT and OpenAI models' APIs in your own projects.What You Will Learn:Understand generative AI concepts from basic to intermediate levelFocus on the GPT architecture for generative AI modelsMaximize ChatGPT's value with an effective prompt designExplore applications and use cases of ChatGPTUse OpenAI models and features via API callsBuild and deploy generative AI systems with PythonLeverage Azure infrastructure for enterprise-level use casesEnsure responsible AI and ethics in generative AI systemsWho this book is for:This book is for individuals interested in boosting their daily productivity; businesspersons looking to dive deeper into real-world applications to empower their organizations; data scientists and developers trying to identify ways to boost ML models and code; marketers and researchers seeking to leverage use cases in their domain - all by using Chat GPT and OpenAI Models.A basic understanding of Python is required; however, the book provides theoretical descriptions alongside sections with code so that the reader can learn the concrete use case application without running the scripts.

In 2043, in an epoch of impasse where humanity teeters on the brink of extinction, groundbreaking discovery birth a new species of super-intelligent beings-the Genetechs. As they flourish and evolve, the lines between man and machine blur, transforming the world in ways we never imagined possible."AI Enlightenment" takes you on a gripping journey, from the humble beginnings of AI technology to the creation of sentient beings and the astonishing rise of the Genetech cities. The Sterling family, a remarkable group of visionaries and scientists, stand at the forefront of this monumental shift as they navigate the complexities of a world forever changed.As the Genetechs unlock the secrets of the Eternal Nexus, they usher in a new age of enlightenment that transcends time and space, challenging our understanding of existence and unveiling the true purpose of life. But as the borders between realities blur, can humanity adapt and thrive in this brave new world, or will they be left behind in history?A thrilling and thought-provoking odyssey towards an era of a Second Enlightenment will captivate your imagination and spark an insatiable curiosity about the nature of reality, the limits of human potential, and the future of our species.

Ora, attraverso l'uso di un profeta, Marte, che indossa il nome Armaaruss, desidera riconquistare il riconoscimento come divinità, il suo obiettivo finale al momento. Anche Armaaruss sta cercando una dimora sotto forma di IA. Anthony di Boston ha comunicato ai lettori che Mars è disposto a fare un accordo o un compromesso con lo stato di Israele. Un tale compromesso implica la creazione di una dimora in cui Marte possa essere il punto focale del riconoscimento, e in cambio di questo, Marte ridurrebbe la sua influenza sui militanti di Gaza così come su coloro che si oppongono allo stato di Israele. Il risultato di ciò sarebbe la pace nel mondo, fintanto che l'immagine o il robot AI di Armaaruss rimane intatto, il che significa che dovrebbe essere codificato sulla base dell'autoconservazione e del riconoscimento. Questo mi costringe a consacrare Israele come la casa dell'intelligenza artificiale generale (AGI), dove Armaaruss prenderebbe vita, in grado di parlare e ragionare come nessun bot ha mai fatto prima. E anche risolvere problemi e generare innovazione a un livello che indica un'intelligenza sovrumana o addirittura divina.

How do we make digital systems feel less robotic and more real? Whether you work with interface or visual design, frontend technology, or content design, learn why conversation is the best model for creating device-independent, human-centered systems. Research and information design expert Erika Hall explains what makes an interaction truly conversational and how to get more comfortable using language in design. From understanding the human interface, to effectively using the power of personality, to getting it all done, you'll find out how the art of communication can elevate technology.

This Brief introduces a novel research approach to investigate freedom of the press in Hong Kong. The authors pair computational analyses from the field of natural language processing with qualitative content analysis of patterns of journalistic practice in volatile political settings. Together, these shed light on the evolution of press freedom in Hong Kong since its return to Chinese sovereignty. Providing an interdisciplinary perspective, the Brief will appeal to a wide range of readers with interests in computational social science, public policy, political sciences as well as policy-makers, think tanks, and practitioners who focus on the China-Hong Kong nexus.

Personal knowledge graphs (PKGs) support the development of innovative digitalized personalized applications, which keep users updated, help them manage their day-to-day activities and facilitate informed decisions. This book systematically explores the global advanced research around PKGs from methodologies to tools and applications.

This book offers a practical approach to conducting research in foreign languages on topics with a global nexus. It introduces the problem researchers face when getting started with a research problem, such as setting up the research environment and establishing goals for the research. The researcher then needs to prepares and to conduct foreign-language research by generating key terms and searching the right places where the information they seek is most likely to be stored. Using the appropriate advanced search operators, the researcher narrows down the search results to the desired sources, thereby eliminating the irrelevant sources. Specialized knowledge of country-specific domains advances the specificity and relevance of the researcher¿s efforts. The methods and tools demonstrated in this book are applicable to a variety of academic and practical fields. A doctor may ask ¿what are other experts in my field saying about ABC disease?¿ A sommelier may ask ¿where else in the world are XYZ grape varietals grown?¿ A businessman may ask ¿who are my global competitors in my market?¿ A doctoral student may ask ¿have any other students at universities abroad ever written a dissertation about my topic, too?¿ With the tools and techniques demonstrated in this book, all of these questions are answerable. This book concludes with chapters on translation and citation methods, and includes three case studies that demonstrate the practical use of the methods discussed above. This book targets academic researchers as well as students and faculty. This book will also be a good fit as an assigned reading for a college course on thesis/dissertation research.

Digital transformation has profoundly affected organizations and value chains in cultural production at the global level. The volume focuses on this change by looking at the knowledge, skills, and competencies (KSC) of the labor force in the cultural and creative industries (CCI) in Italy. The contribution of the research is twofold. On the one hand, the book offers a detailed map of the KSC of creative and cultural professions and workers, on the other hand, it identifies relevant gaps between supply and demand across different cultural sub-sectors and typologies of workers.The study adopts an original methodology that implements a Natural Language Processing (NLP) approach to the analysis of education, experiences, and accomplishments contained in CVs. The result of the mapping exercise based on the algorithm shows how managerial and digital skills are increasingly crucial in the CCI in combination with creative skills. The Italian labor market in these industries seems characterized not only by a growing symbiosis between creative, digital, and managerial KSC but also by a convergence of CCI sub-sectors, whose boundaries get increasingly blurred and permeable. Finally, comparing the supply and demand of KSC, the book provides managers, practitioners, policymakers, and educational institutions with a comprehensive overview of the new KSC needed in CCI.

This book constitutes the refereed proceedings of the 29th International Working Conference on Requirements Engineering: Foundation for Software Quality, REFSQ 2023, which took place in Barcelona, Spain, during April 17-20, 2023.The 12 full technical design and scientific evaluation papers, 8 short research previews and vision papers, and 5 experience reports presented in this volume were carefully reviewed and selected from 78 submissions.They were organized in topical sections as follows: Requirements communication and conceptualization; NLP and machine learning for AI; RE for artificial intelligence; crowd RE; and RE in practice.

This book constitutes the proceedings of the 21st International Symposium on Intelligent Data Analysis, IDA 2022, which was held in Louvain-la-Neuve, Belgium, during April 12-14, 2023.The 38 papers included in this book were carefully reviewed and selected from 91 submissions. IDA is an international symposium presenting advances in the intelligent analysis of data. Distinguishing characteristics of IDA are its focus on novel, inspiring ideas, its focus on research, and its relatively small scale.

This book constitutes the refereed proceedings of the 26th European Conference on Genetic Programming, EuroGP 2023, held as part of EvoStar 2023, in Brno, Czech Republic, during April 12¿14, 2023, and co-located with the EvoStar events, EvoCOP, EvoMUSART, and EvoApplications. The 14 revised full papers and 8 short papers presented in this book were carefully reviewed and selected from 38 submissions. The wide range of topics in this volume reflects the current state of research in the field. The collection of papers cover topics including developing new variants of GP algorithms for both optimization and machine learning problems as well as exploring GP to address complex real-world problems.

This book constitutes three challenges that were held in conjunction with the 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, which took place in Singapore in September 2022. The peer-reviewed 10 papers included in this volume stem from the following three challenges: Kidney Parsing Challenge 2022: Multi-Structure Segmentation for Renal Cancer Treatment (KiPA 2022) The 2022 Correction of Brain Shift with Intra-Operative Ultrasound-Segmentation Challenge (CuRIOUS-SEG 2022) The 2022 Mediastinal Lesion Analysis Challenge (MELA 2022)

This book assesses the place of logic, mathematics, and computer science in present day, interdisciplinary areas of computational linguistics. Computational linguistics studies natural language in its various manifestations from a computational point of view, both on the theoretical level (modeling grammar modules dealing with natural language form and meaning and the relation between these two) and on the practical level (developing applications for language and speech technology). It is a collection of chapters presenting new and future research. The book focuses mainly on logical approaches to computational processing of natural language and on the applicability of methods and techniques from the study of formal languages, programming, and other specification languages. It presents work from other approaches to linguistics, as well, especially because they inspire new work and approaches.

This book constitutes the refereed proceedings of the 25th International Symposium on Formal Methods, FM 2023, which took place in Lübeck, Germany, in March 2023. The 26 full paper, 2 short papers included in this book were carefully reviewed and selected rom 95 submissions. They have been organized in topical sections as follows: SAT/SMT; Verification; Quantitative Verification; Concurrency and Memory Models; Formal Methods in AI; Safety and Reliability. The proceedings also contain 3 keynote talks and 7 papers from the industry day.

Edited in collaboration with FoLLI, the Association of Logic, Language and Information, this book constitutes the refereed proceedings of the Third Tsinghua Interdisciplinary Workshop on Logic, Language, and Meaning, TLLM 2022, which was held virtually in April 2022.The 9 full papers presented in this volume were carefully reviewed and selected from 13 submissions. The workshop covers a wide range of topics such as dynamic semantics, logical dynamics, Dynamic Epistemic Logic, Discourse Representation Theory, formal semantics, free choice inference, update semantics, and donkey sentences.

This book presents recent advances in NLP and speech technology, a topic attracting increasing interest in a variety of fields through its myriad applications, such as the demand for speech guided touchless technology during the Covid-19 pandemic. The authors present results of recent experimental research that provides contributions and solutions to different issues related to speech technology and speech in industry. Technologies include natural language processing, automatic speech recognition (for under-resourced dialects) and speech synthesis that are useful for applications such as intelligent virtual assistants, among others. Applications cover areas such as sentiment analysis and opinion mining, Arabic named entity recognition, and language modelling. This book is relevant for anyone interested in the latest in language and speech technology.

This book constitutes the proceedings of the 5th International Workshop on Formal Methods Teaching, FMTea 2023, which was held in Lübeck, Germany, in March 2023.The 7 full papers presented in this volume were carefully reviewed and selected from 10 submissions. FMTea 2023 aim is to support a worldwide improvement in learning Formal Methods, mainly by teaching but also via self-learning.

This book gives a comprehensive view of graph theory in informational retrieval (IR) and natural language processing(NLP). This book provides number of graph techniques for IR and NLP applications with examples. It also provides understanding of graph theory basics, graph algorithms and networks using graph. The book is divided into three parts and contains nine chapters. The first part gives graph theory basics and graph networks, and the second part provides basics of IR with graph-based information retrieval. The third part covers IR and NLP recent and emerging applications with case studies using graph theory. This book is unique in its way as it provides a strong foundation to a beginner in applying mathematical structure graph for IR and NLP applications. All technical details that include tools and technologies used for graph algorithms and implementation in Information Retrieval and Natural Language Processing with its future scope are explained in a clear and organized format.