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Artificial Intelligence (AI) revolves around creating and utilizing intelligent machines through science and engineering. This book delves into the theory and practical applications of computer science methods that incorporate AI across many domains. It covers techniques such as Machine Learning (ML), Convolutional Neural Networks (CNN), Deep Learning (DL), and Large Language Models (LLM) to tackle complex issues and overcome various challenges.

This book constitutes the proceedings of the 24th International Conference on Formal Methods and Software Engineering, ICFEM 2023, held in Brisbane, QLD, Australia, during November 21¿24, 2023.The 13 full papers presented together with 8 doctoral symposium papers in this volume were carefully reviewed and selected from 34 submissions, the volume also contains one invited paper. The conference focuses on applying formal methods to practical applications and presents papers for research in all areas related to formal engineering methods.

This book constitutes the refereed proceedings of the 27th International Conference on Linking Theory and Practice of Digital Libraries, TPDL 2023, held in Zadar, Croatia, during September 26¿29, 2023.The 13 full papers and 17 short papers included in this book were carefully reviewed and selected from 69 submissions. They were organized in topical sections as follows: Applications and digital library systems; data citation and citation analysis; discovering science, monitoring and publishing science; knowledge creation; Human-Computer Interaction; digital humanities; and digital cultural heritage.

Enhance your application development skills by building a ChatGPT clone, code bug fixer, quiz generator, translation app, email auto-reply, PowerPoint generator, and more in just one read!Key Features:Become proficient in building AI applications with ChatGPT, DALL-E, and WhisperUnderstand how to select the optimal ChatGPT model and fine-tune it for your specific use caseMonetize your applications by integrating the ChatGPT API with StripePurchase of the print or Kindle book includes a free PDF eBookBook Description:Combining ChatGPT APIs with Python opens doors to building extraordinary AI applications. By leveraging these APIs, you can focus on the application logic and user experience, while ChatGPT's robust NLP capabilities handle the intricacies of human-like text understanding and generation.This book is a guide for beginners to master the ChatGPT, Whisper, and DALL-E APIs by building ten innovative AI projects. These projects offer practical experience in integrating ChatGPT with frameworks and tools such as Flask, Django, Microsoft Office APIs, and PyQt.Throughout this book, you'll get to grips with performing NLP tasks, building a ChatGPT clone, and creating an AI-driven code bug fixing SaaS application. You'll also cover speech recognition, text-to-speech functionalities, language translation, and generation of email replies and PowerPoint presentations. This book teaches you how to fine-tune ChatGPT and generate AI art using DALL-E APIs, and then offers insights into selling your apps by integrating ChatGPT API with Stripe.with practical examples available on GitHub, the book gradually progresses from easy to advanced topics, cultivating the expertise required to develop, deploy, and monetize your own groundbreaking applications by harnessing the full potential of ChatGPT APIs.What You Will Learn:Develop a solid foundation in using the ChatGPT API for natural language processing tasksBuild, deploy, and capitalize on a variety of desktop and SaaS AI applicationsSeamlessly integrate ChatGPT with established frameworks such as Flask, Django, and Microsoft Office APIsChannel your creativity by integrating DALL-E APIs to produce stunning AI-generated art within your desktop applicationsExperience the power of Whisper API's speech recognition and text-to-speech featuresDiscover techniques to optimize ChatGPT models through the process of fine-tuningWho this book is for:with best practices, tips, and tricks for building applications using the ChatGPT API, this book is for programmers, entrepreneurs, and software enthusiasts. Python developers interested in AI applications involving ChatGPT, software developers who want to integrate AI technology, and web developers looking to create AI-powered web applications with ChatGPT will also find this book useful. A fundamental understanding of Python programming and experience of working with APIs will help you make the most of this book.

DESCRIPTIONAre you looking to unlock the transformative potential of data analytics in the dynamic world of Banking, Financial Services, and Insurance (BFSI)? This book is your essential guide to mastering the intricate interplay of data science and analytics that underpins the BFSI landscape.Designed for intermediate-level practitioners, as well as those aspiring to join the ranks of BFSI analytics professionals, this book is your compass in the data-driven realm of banking. Address the unique challenges and opportunities of the BFSI sector using Artificial Intelligence and Machine Learning models for a data-driven analysis.¿¿¿¿TABLE OF CONTENTS 1. Introduction to BFSI and Data-Driven Banking 2. Introduction to Analytics and Data Science 3. Major Areas of Analytics Utilization4. Understanding Infrastructures behind BFSI for Analytics5. Data Governance and AI/ML Model Governance in BFSI 6. Domains of BFSI and team planning 7. Customer Demographic Analysis and Customer Segmentation 8. Text Mining and Social Media Analytics 9. Lead Generation Through Analytical Reasoning and Machine Learning10. Cross Sell and Up Sell of Products through Machine Learning11. Pricing Optimization12. Data Envelopment Analysis 13. ATM Cash Forecasting14. Unstructured Data Analytics 15. Fraud Modelling 16. Detection of Money Laundering and Analysis 17. Credit Risk and Stressed Assets 18. High Performance Architectures: On-Premises and Cloud 19. Growing Trends in the Data-Driven Future of BFSI

This volume LNCS 14127 constitutes the refereed proceedings of the 5th International Workshop, EXTRAAMAS 2023, held in London, UK, in May 2023. The 15 full papers presented together with 1 short paper were carefully reviewed and selected from 26 submissions. The workshop focuses on Explainable Agents and multi-agent systems; Explainable Machine Learning; and Cross-domain applied XAI.

With this book, Chris Fregly, Antje Barth, and Shelbee Eigenbrode from AWS help CTOs, ML practitioners, application developers, business analysts, data engineers, and data scientists find practical ways to use this exciting new technology.

Artificial Intelligence is the future that's already here, and it's going to change everything! ChatGPT has exploded onto the scene, and the need to harness the immense power of this phenomenal AI technology is right now!In this book, you'll discover everything you need to know about ChatGPT and how to use it to your advantage and gain a head start on everyone else… before they find out about it too! Including:What is ChatGPT and What Can It Do?Using ChatGPT for content creationHow to make money with ChatGPTUsing ChatGPT to write interesting and engaging emailsFiction and non-fiction book outline creationWriting compelling sales pages with ChatGPTUse ChatGPT for inquiries about anything and everythingComing up with podcast scripts/outlinesTips and Tricks for fine-tuning ChatGPTAdvanced Applications of ChatGPTUsing ChatGPT to come up with business ideasUtilizing ChatGPT in Business ApplicationsFrequently asked questions and their answersThe world is being changed by Artificial Intelligence.Be sure you're onboard and that you don't get left behind.

The ultimate guide to writing books, get your AI money! Use ChatGPT for content creation and AI writing today!Discover the world of monetizing AI through book writing with Writing Books and Making Money with ChatGPT.Unleash the power of ChatGPT for profitable writing, explore fiction and non-fiction paths, learn step-by-step content generation, master self-publishing, monetize your AI-generated books, and scale up your AI book empire.Navigate ethical considerations and glimpse into the future of AI writing. Embrace the limitless possibilities and seize the opportunity for financial success.

This book constitutes the refereed proceedings of the 22nd China National Conference on Chinese Computational Linguistics, CCL 2023, Harbin, China, August 3¿5, 2023. The 82 full papers included in this book were carefully reviewed and selected from 278 submissions. They were organized in topical sections as follows: ¿Fundamental Theory and Methods of Computational Linguistics, Information Retrieval, Dialogue and Question Answering, Text Generation, Dialogue and Summarization, Knowledge Graph and Information Extraction, Machine Translation and Multilingual Information Processing, Language Resource and Evaluation, Pre-trained Language Models, Social Computing and Sentiment Analysis, NLP Applications.

Ignite the growth of your business, unleash your creativity, and realize your dreams with ChatGPT!Bonus: 200+ Prompts!Are you ready to catapult your business to new heights? Looking to unleash your creative potential or perhaps write that book you've always dreamed of? Ignite your growth and realize your dreams with ChatGPT!Ever imagined an AI tool that could help you grow your business, create an online course, or write a book? Sounds too good to be true, right? Well, ChatGPT is here to turn that dream into reality and we are here to show you how!Launched in November 2022, ChatGPT swiftly made its mark as the fastest-growing consumer application in history, amassing an awe-inspiring 100 million active users in just two short months.This groundbreaking AI application is transforming naysayers into staunch believers and revolutionizing business operations like never before. But amidst this global sensation, the question arises: How can you tap into its phenomenal power to catapult your business to new heights?Don't want to be left behind in the digital revolution? Ready to seize the opportunity and lead with AI? This meticulously crafted guidebook is here to show you the way!Inside this guide, you'll uncover: Navigate the intriguing world of AI with ease, no technical background needed (my grandmother is an expert!).Explore the limitless real-world applications of AI, not just in the future, but right here, right now.Dive into the mechanics of ChatGPT and unveil the wizard behind the AI curtain.Unleash the transformative potential of ChatGPT for your business: turbocharge operations, boost efficiency, and deliver pinpoint accuracy.Kindle innovative business ideas and strategies using AI.Enhance customer service and amplify customer engagement with the help of ChatGPT.Discover the secret sauce of ChatGPT as a marketer's stealth weapon: save time on market analysis, lead generation, and content creation!Master the art of setting up a ChatGPT account and integrating a chatbot into your company's website with a step-by-step walkthrough.Uncover and understand the limitations and ethical considerations of ChatGPT, emphasizing the need for responsible AI use and regulation.Bonus of 200+ prompts to get you going!And that's just the tip of the iceberg!Backed by success stories from businesses that have reaped the benefits of integrating ChatGPT into their operations, this guide provides a blueprint for your own AI transformation.Still think AI is just a tech fad or too complex to navigate? Think again! ChatGPT is designed for everyone and is reshaping the landscape of business across the globe. With its myriad of proven benefits and limitless potential, it's high time to embrace AI as your business' ultimate weapon. Don't want to delay and risk being left behind in the AI revolution?

This book explores, from a high level, the parallels between the evolution of humans and the evolution of machines. The book reviews practical questions about the future of AI but also engages in philosophical discussions about what machine intelligence could mean for the human experience.The book focuses on what is intelligence and what separates intelligent species from non-so-intelligent ones. It concludes this section with the description of true nature of humanintelligence can be. We discuss how we looked at machines few hundred years back and how their definition and the expectations from them has changed over time. We will consider when and how machines became intelligent and then explore in depth he latest developments in artificial intelligence with explanation of deep learning technology and humanlike chat interface provided with products like ChatGPT. We will define both human intelligence and artificial intelligence and the distinction between the two.In the third and final section of the book, we will focus on near- and longer-term futures with widespread use of machine intelligence, making the whole ambient environment that we will live in intelligent How is this going to change human lives, and what parts of human life will be encroached with machines and their intelligence? We will explore how the job market will look with some jobs being taken by machines, and if this is overall a positive or negative change. What You Will LearnHow human intelligence is connected with artificial intelligence as well as the differencesHow AI is going to change our lives in the coming years, decades and centuriesAn explanation of deep learning technology and humanlike chat interface provided with products like ChatGPTWho This Book is ForReaders looking to contextualize the evolution of artificial intelligence in human history

This book provides a comprehensive overview of methods to build comparable corpora and of their applications, including machine translation, cross-lingual transfer, and various kinds of multilingual natural language processing. The authors begin with a brief history on the topic followed by a comparison to parallel resources and an explanation of why comparable corpora have become more widely used. In particular, they provide the basis for the multilingual capabilities of pre-trained models, such as BERT or GPT. The book then focuses on building comparable corpora, aligning their sentences to create a database of suitable translations, and using these sentence translations to produce dictionaries and term banks. Then, it is explained how comparable corpora can be used to build machine translation engines and to develop a wide variety of multilingual applications.

Want to say bye to your 9-5 job and say hello to online wealth? Let this roadmap reveal how ChatGPT has the answers to this question...Tired of the daily grind and dreaming of a life where you can work in your pajamas and make money online?Perhaps you've even started following popular influencers and entrepreneurs on social media, eagerly devouring their posts about digital nomadism and their multiple streams of income.But as you scroll through their picture-perfect feeds, you can't help but feel a twinge of doubt... Is this all too good to be true? Will you be able to replicate their success, or are they just lucky outliers?Despite the nagging doubts, the allure of these captivating possibilities remains irresistible.And as you constantly strive for more information about how to make money online, convincing yourself that this could also be your ticket to financial freedom, your questions are still always left unanswered - it is like trying to follow a recipe without the key ingredient...This might be hard to hear before you can even start, but it is important to be realistic: Statistics show that on average, only 10% of online businesses succeed while a staggering 90% fail within the first 120 days.However, there's a new tool that could increase your chances of success: ChatGPT.By incorporating ChatGPT into your strategy, you can tap into a wealth of knowledge and insights that can help take your venture to the next level.And that's where this book comes in - it not only guides you on how to utilize this revolutionary AI tool effectively but also helps you navigate the process of starting and scaling your own online money-making venture until you can finally quit your job.Here is just a fraction of what you will discover in this life-changing guide:Why ChatGPT is like having a super-smart virtual friend and a 24/7 business partnerThe key requirements, aside from your entrepreneurial spirit, for a successful money-making venture - no deep pockets required!15 productivity hacks with ChatGPT - get more done in less time and achieve success fasterA strategy to effectively target and dominate your market, bringing in more customers and boosting your revenueA step-by-step guide to starting making money with ChatGPT, no matter what online business model you chooseEverything you need to know about freelancing -from the basics of freelancing with ChatGPT to knowing when to scale up and start your own freelance agencyChatGPT prompts tailored to each stage of your business, from ideation to launch and beyondAnd much more.Although ChatGPT has its current limitations, such as not being able to make future predictions and having a limited knowledge base, this book provides valuable insights to help you succeed in the ever-changing landscape of making money online.Don't just watch from the sidelines...be the one to take the leap and take control of your future by starting now.If you're truly committed to crafting your own tale of online wealth, don't hesitate to take action - get your own copy now.

This book constitutes the proceedings of the 27th International Conference on Implementation and Application of Automata, CIAA 2023, held in Famagusta, North Cyprus, during September 19¿22, 2023. The 20 regular papers presented in this book together with invited talks were carefully reviewed and selected from 30 submissions. The topics of the papers cover various fields in the application, implementation, and theory of automata and related structures.

The Ultimate Guide To Writing With Chat GPT is the ultimate resource for writers looking to harness the full potential of OpenAI's cutting-edge language model. This comprehensive guide offers expert insights and practical advice on how to use Chat GPT's advanced features to improve your writing, from generating ideas and developing characters, to editing and proofreading your work. With clear and concise explanations, step-by-step tutorials, and real-world examples, this book is the perfect companion for any writer looking to take their craft to the next level. Whether you're a novice author or a seasoned professional, the power of Chat GPT is a must. It is the essential tool today for unlocking your creativity and elevating your writing to new heights.

Crafting Novel AI: Harnessing the Power of NLP for Writing is a groundbreaking book that delves into the realm of NLP for novel writing, offering authors an AI-powered writing system equipped with cutting-edge Natural Language Processing techniques. Dive into the world of AI in creative writing, as this book introduces you to a revolutionary novel writing automation process. Written by Dr. Edward Franklin, this comprehensive guide explores the fusion of NLP and writing, enabling writers to embrace the realm of AI language models, empowering them to enhance their storytelling and writing prowess. Discover how to leverage the potential of AI-driven plot analysis, character development, grammar checking, style suggestions, and real-time feedback to supercharge your narrative creation. This book equips writers with the essential knowledge to integrate NLP algorithms seamlessly, revolutionizing their writing experiences with an AI language model for writers. Immerse yourself in the possibilities of AI-driven narrative generation, and unleash your creativity with AI-generated writing suggestions. With advanced NLP tools at your disposal, craft engaging stories that captivate readers. Whether you're an aspiring novelist or a seasoned writer, this book is your gateway to masterfully blend AI and the art of storytelling, fostering a new era of literary excellence. Embrace the AI revolution in writing and explore the world of NLP-powered creativity today!"Crafting Novel AI: Harnessing the Power of NLP for Writing" is a comprehensive guide that takes readers through the process of developing a natural language processing (NLP) AI tool for novel writing.It begins with defining the scope, identifying goals, and researching existing tools.User needs are analyzed, leading to the definition of key features that prioritize user experience and technical feasibility.Functional and technical constraints are considered, and a requirements document is created.Stakeholder input is sought and incorporated to refine the scope. As the project progresses, the scope is updated and refined based on new insights.Thorough testing and iteration ensure the tool's effectiveness and usability.Deployment factors are considered, and intellectual property protection is addressed. With expertise in machine learning, NLP, and software development, this guide empowers readers to create a customized NLP AI tool for novel writing.

Are you interested in Machine Learning? Are you fascinated by how robots work? Are you ready to open up to the dynamics of technological change?Machine Learning has been approached in a definitive manner as a subset falling under a larger set of Artificial intelligence. It majorly focuses on the aspect of learning of machines basing on the experience and predicting consequences and actions of the machines that revolve around their experience in the past.The field has made it easy for computers and machines to enact decisions that are data driven instead of explicit programming with regard to a particular task. The algorithms and programs are designed to enable machines and computers to learn by themselves. With time, they get to improve when there is an introduction of new and unique data. The learning process applies the use of training data that sustains the coming up of a model. Insertion of new data brings up predictions that are based on the model. This means that machines are given the capability to foretell on their own.The predictions are then examined closely to identify their accuracy. If accuracy receives positive feedback, then the machine learning algorithm is trained over and over again through the assistance of a data training augmented set.Machine learning tasks are broken into various wider categories. Supervised learning aims at coming up with a model that is mathematics of a data set with desired inputs and outputs. Semi-supervised learning aims at coming up with mathematical models from incomplete data training. You will realize that sample inputs miss expected/desired output in such a case.This book will help you understand more about Deep Machine Learning. In the pages of this book, you will be able to get important chapters that include:· History of Machine Learning· The Benefits· The Challenges you may Encounter· Applications of Machine Learning· Artificial Intelligence· Big Data· And much more!With such knowledge, you will be able to embrace technological advancements and be ready for the future.

"Exploring the World of Data Science and Machine Learning" is a comprehensive guide for individuals interested in delving into the fascinating fields of data science and machine learning. Written by Nibedita Sahu, a passionate data science and machine learning enthusiast, this book provides a practical and beginner-friendly approach to understanding the core concepts, techniques, and applications of these rapidly evolving fields. Data science and machine learning are vast and ever-changing fields, and staying up-to-date with the latest research, techniques, and ethical considerations is crucial. Continuous learning, experimentation, and collaboration are essential for data scientists to adapt to new challenges and make meaningful contributions to the field.Data science and machine learning are vast and ever-changing fields, and staying up-to-date with the latest research, techniques, and ethical considerations is crucial. Continuous learning, experimentation, and collaboration are essential for data scientists to adapt to new challenges and make meaningful contributions to the field. So, let's explore the world of Data Science and Machine Learning!

This book provides a broad overview of the state of the art of the research in generative methods for the analysis of social media data. It especially includes two important aspects that currently gain importance in mining and modelling social media: dynamics and networks.The book is divided into five chapters and provides an extensive bibliography consisting of more than 250 papers. After a quick introduction and survey of the book in the first chapter, chapter 2 is devoted to the discussion of data models and ontologies for social network analysis. Next, chapter 3 deals with text generation and generative text models and the dangers they pose to social media and society at large. Chapter 4 then focuses on topic modelling and sentiment analysis in the context of social networks. Finally, Chapter 5 presents graph theory tools and approaches to mine and model social networks. Throughout the book, open problems, highlighting potential future directions, are clearly identified.The book aims at researchers and graduate students in social media analysis, information retrieval, and machine learning applications.

Unlock the Power of AI: Revolutionize Your Marketing Strategy with "Artificial Intelligence, Real Profits: Mastering ChatGPT-4 for Business Marketing."Are you tired of traditional marketing strategies that fail to deliver the results you need? Are you ready to embrace the power of Artificial Intelligence (AI) to take your business marketing to the next level? Look no further than "Artificial Intelligence, Real Profits: Mastering ChatGPT-4 for Business Marketing."This comprehensive guide is your gateway to unlocking the full potential of AI-driven marketing. From content creation to social media management, ChatGPT-4 has the power to revolutionize the way you do business. But what exactly is ChatGPT-4, and how can it benefit your business?ChatGPT-4 is a cutting-edge AI technology that uses natural language processing to generate human-like responses to text-based prompts. In other words, it can write like a human, but at a much faster pace and with greater accuracy. This makes it an invaluable tool for businesses looking to streamline their marketing efforts and drive real, tangible results.In "Artificial Intelligence, Real Profits," you'll learn how to leverage ChatGPT-4 to create compelling content that resonates with your target audience. Whether you're writing blog posts, email newsletters, or social media updates, ChatGPT-4 can help you craft messages that are engaging, persuasive, and free of errors.But that's just the beginning. This book also covers advanced topics like chatbot development, lead generation, and customer service automation. With ChatGPT-4 as your secret weapon, you'll be able to create personalized experiences for your customers that drive conversions and build brand loyalty.Of course, no AI technology is perfect, and ChatGPT-4 is no exception. That's why "Artificial Intelligence, Real Profits" also covers best practices for working with AI, including how to avoid bias and ensure ethical use of the technology.Whether you're a seasoned marketing professional or a budding entrepreneur, "Artificial Intelligence, Real Profits" is your ultimate guide to mastering AI-driven business marketing. With practical tips, real-world examples, and expert insights, this book will help you unlock the full potential of ChatGPT-4 and take your business to new heights.

Are you tired of using outdated trading strategies and feeling like you're always one step behind in the fast-paced world of cryptocurrency investing? Look no further than "The Future of AI-Driven Crypto Investing: Advanced Strategies for Building and Deploying AI Trading Systems".This comprehensive guide offers insights and practical advice on how to leverage the power of artificial intelligence to revolutionize your investment approach. With a focus on advanced strategies for building and deploying AI trading systems, this book will teach you how to stay ahead of the curve and make smarter, data-driven investment decisions.From algorithmic trading strategies to reinforcement learning and predictive modeling for cryptocurrency prices, this book covers all the essential topics you need to know to take your crypto investment game to the next level. You'll learn how to incorporate alternative data sources into your risk management and portfolio optimization strategies, as well as how to use AI to optimize mining operations and improve efficiency.But it doesn't stop there. The book also provides a step-by-step guide to building your own AI-driven crypto trading system, complete with tips and best practices for choosing the right AI tools and technologies for your system. With this knowledge, you'll be able to confidently navigate the complex world of cryptocurrency investing and make informed decisions that drive your success.Of course, with any investment strategy, there are challenges and limitations to consider. That's why the book also provides insights into the potential risks and drawbacks of AI-driven investing, as well as advice on how to mitigate those risks.The future of cryptocurrency investing is here, and it's time to embrace it. Whether you're a seasoned investor or just getting started, "The Future of AI-Driven Crypto Investing" is a must-read for anyone looking to stay ahead of the curve and achieve success in this rapidly evolving market. Don't miss out on this opportunity to transform your investment approach and reach new heights in your crypto investment journey.

This book will show how generative technology works and the drivers. It will also look at the applications - showing what various startups and large companies are doing in the space. There will also be a look at the challenges and risk factors. During the past decade, companies have spent billions on AI.  But the focus has been on applying the technology to predictions - which is known as analytical AI.  It can mean that you receive TikTok videos that you cannot resist. Or analytical AI can fend against spam or fraud or forecast when a package will be delivered. While such things are beneficial, there is much more to AI.  The next megatrend will be leveraging the technology to be creative. For example, you could take a book and an AI model will turn it into a movie - at very little cost. This is all part of generative AI. It's still in the nascent stages but it is progressing quickly. Generative AI can already create engaging blog posts, social media messages, beautiful artwork and compelling videos. The potential for this technology is enormous.  It will be useful for many categories like sales, marketing, legal, product design, code generation, and even pharmaceutical creation. What You Will Learn The importance of understanding generative AI The fundamentals of the technology, like the foundation and diffusion models How generative AI apps work How generative AI will impact various categories like the law, marketing/sales, gaming, product development, and code generation. The risks, downsides and challenges. Who This Book is For Professionals that do not have a technical background. Rather, the audience will be mostly those in Corporate America (such as managers) as well as people in tech startups, who will need an understanding of generative AI to evaluate the solutions.