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| does chatgpt work in other languages: Build a Large Language Model (From Scratch) Sebastian Raschka, 2024-10-29 Learn how to create, train, and tweak large language models (LLMs) by building one from the ground up! In Build a Large Language Model (from Scratch) bestselling author Sebastian Raschka guides you step by step through creating your own LLM. Each stage is explained with clear text, diagrams, and examples. You’ll go from the initial design and creation, to pretraining on a general corpus, and on to fine-tuning for specific tasks. Build a Large Language Model (from Scratch) teaches you how to: • Plan and code all the parts of an LLM • Prepare a dataset suitable for LLM training • Fine-tune LLMs for text classification and with your own data • Use human feedback to ensure your LLM follows instructions • Load pretrained weights into an LLM Build a Large Language Model (from Scratch) takes you inside the AI black box to tinker with the internal systems that power generative AI. As you work through each key stage of LLM creation, you’ll develop an in-depth understanding of how LLMs work, their limitations, and their customization methods. Your LLM can be developed on an ordinary laptop, and used as your own personal assistant. Purchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications. About the technology Physicist Richard P. Feynman reportedly said, “I don’t understand anything I can’t build.” Based on this same powerful principle, bestselling author Sebastian Raschka guides you step by step as you build a GPT-style LLM that you can run on your laptop. This is an engaging book that covers each stage of the process, from planning and coding to training and fine-tuning. About the book Build a Large Language Model (From Scratch) is a practical and eminently-satisfying hands-on journey into the foundations of generative AI. Without relying on any existing LLM libraries, you’ll code a base model, evolve it into a text classifier, and ultimately create a chatbot that can follow your conversational instructions. And you’ll really understand it because you built it yourself! What's inside • Plan and code an LLM comparable to GPT-2 • Load pretrained weights • Construct a complete training pipeline • Fine-tune your LLM for text classification • Develop LLMs that follow human instructions About the reader Readers need intermediate Python skills and some knowledge of machine learning. The LLM you create will run on any modern laptop and can optionally utilize GPUs. About the author Sebastian Raschka is a Staff Research Engineer at Lightning AI, where he works on LLM research and develops open-source software. The technical editor on this book was David Caswell. Table of Contents 1 Understanding large language models 2 Working with text data 3 Coding attention mechanisms 4 Implementing a GPT model from scratch to generate text 5 Pretraining on unlabeled data 6 Fine-tuning for classification 7 Fine-tuning to follow instructions A Introduction to PyTorch B References and further reading C Exercise solutions D Adding bells and whistles to the training loop E Parameter-efficient fine-tuning with LoRA |
| does chatgpt work in other languages: ChatGPT For Dummies Pam Baker, 2023-05-22 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. |
| does chatgpt work in other languages: 80 Ways to Use ChatGPT in the Classroom Stan Skrabut, 2023-01-31 What is the impact of chatGPT on your classroom? Should you be concerned? Should you use it or not? In the book, 80 Ways to Use ChatGPT in the Classroom: Using AI to Enhance Teaching and Learning, Dr. Stan Skrabut, an instructional technologist and designer, explores these topics and much more. He presents different ways to incorporate chatGPT into the classroom, including preparation for classes, providing instructional assistance, creating assessments, developing study aids, and using chatGPT for computer programming. The book also covers how students can use chatGPT for writing assistance, research, and personalized learning. Stan provides practical examples and suggestions to help educators fully utilize chatGPT's capabilities while addressing potential concerns and criticisms. The book aims to show that AI can enhance teaching and learning and encourages educators to embrace this technology in the classroom. See what the uproar is about! |
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| does chatgpt work in other languages: The Impact of ChatGPT on Higher Education Caroline Fell Kurban, Muhammed Şahin, 2024-04-04 In an ever-evolving educational landscape, traditional methods face unprecedented challenges. The Impact of ChatGPT on Higher Education takes you on a trailblazing journey into ChatGPT's transformative potential and the ethical considerations in higher education. |
| does chatgpt work in other languages: The ChatGPT Teaching Assistant Teachmehowtodothat, 2023-04-21 Save Time, Work Smarter & Transform your Teaching. Welcome to the AI Teaching Assistant! This e-book aims to provide educators with the knowledge and skills necessary to harness the benefits of artificial intelligence (AI) in the classroom, specifically focusing on the ChatGPT language model developed by OpenAI. As AI continues to reshape various industries, including education, it is essential for educators to stay updated and leverage these advancements to enhance teaching and learning experiences. Throughout the 25-page book or rather guide, you will explore practical strategies for using ChatGPT in various aspects of your teaching practice, including lesson planning, resource development, student engagement, assessment, and language learning. You will find: • Discover dozens of easy-to-use prompts and nearly 100 use cases with ChatGPT AI in this ultimate guide for educators. • With ChatGPT, generating learning objectives, developing classroom resources, and enhancing student engagement and assessment is easy and intuitive. • Promote creativity, critical thinking, and collaboration in the classroom with ChatGPT's advanced capabilities for personalized feedback, peer review, and language learning materials. • Explore the applications of ChatGPT for collaborative storytelling and generating discussion topics. • Join the AI revolution in education and unlock the limitless potential of ChatGPT to enhance your teaching and save you time. 6 Modules Each module in this e-bookwill provide you with an in-depth understanding of how to effectively integrate ChatGPT into your classroom: • Module 1: ChatGPT for Lesson Planning - Learn to generate learning objectives, create lesson plans, and customize content using ChatGPT. • Module 2: ChatGPT for Classroom Resources - Discover how to generate worksheets and exercises for diverse student needs. • Module 3: ChatGPT for Engagement and Assessment - Use ChatGPT for personalized feedback, grading, online discussions, and peer review to engage students. • Module 4: ChatGPT for Language Learning - Develop vocabulary lists, grammar exercises, and proficiency-level materials with ChatGPT. • Module 5: ChatGPT Applications in Teaching - Explore ChatGPT's applications in teaching and the classroom, including collaborative storytelling and generating discussion topics to promote critical thinking, collaboration, and participation. • 67 Applications of ChatGPT in Teaching - ChatGPT can assist teachers during class, aid studying, and improve reading, writing, and comprehension skills. It can also generate discussion topics, facilitate collaborative story creation, and assist with writing assignments. By the end of this guide, you will have a deep understanding of how to effectively integrate ChatGPT into your teaching practice, enabling you to create dynamic and engaging learning experiences for your students. You can copy the prompts into ChatGPT to generate the products that you want. We hope that this e-book will inspire you to embrace the power of AI and become a part of the exciting future of education technology. Let's embark on this learning journey together and unlock the potential of AI in education! |
| does chatgpt work in other languages: AI in Language Teaching, Learning, and Assessment Pan, Fang, 2024-02-12 The introduction of Artificial Intelligence (AI) has ignited a fervent academic discourse. AI's role is as both a powerful ally and a potential adversary in education. For instance, ChatGPT is a generative AI which mimics human conversation with impressive precision. Its capabilities span the educational spectrum, from answering questions and generating essays to composing music and coding. Yet, as with any innovation, its advent has sparked a spirited academic dialogue. AI in Language Teaching, Learning, and Assessment seeks to address these concerns with rigor and thoughtfulness. It explores the undeniable drawbacks of AI in language education and offers strategic insights into their prevention. It scrutinizes the resources and safeguards required to ensure the ethical and secure integration of AI in academic settings. This book lays out the multifaceted benefits of incorporating AI into language teaching, learning, and assessment. Its chapters dissect the transformative impact of AI on pedagogy, teaching materials, assessment methodologies, applied linguistics, and the broader landscape of language education development. This book is a valuable resource for language learners, educators, researchers, and scholars alike. It beckons to those who are keen on exploring and implementing AI in education, as well as AI developers and experts seeking to bridge the chasm between technology and language education. |
| does chatgpt work in other languages: ChatGPT and the Future of AI Terrence J. Sejnowski, 2024-10-29 An insightful exploration of Chat GPT and other advanced AI systems—how we got here, where we’re headed, and what it all means for how we interact with the world. In ChatGPT and the Future of AI, the sequel to The Deep Learning Revolution, Terrence Sejnowski offers a nuanced exploration of large language models (LLMs) like ChatGPT and what their future holds. How should we go about understanding LLMs? Do these language models truly understand what they are saying? Or is it possible that what appears to be intelligence in LLMs may be a mirror that merely reflects the intelligence of the interviewer? In this book, Sejnowski, a pioneer in computational approaches to understanding brain function, answers all our urgent questions about this astonishing new technology. Sejnowski begins by describing the debates surrounding LLMs’ comprehension of language and exploring the notions of “thinking” and “intelligence.” He then takes a deep dive into the historical evolution of language models, focusing on the role of transformers, the correlation between computing power and model size, and the intricate mathematics shaping LLMs. Sejnowski also provides insight into the historical roots of LLMs and discusses the potential future of AI, focusing on next-generation LLMs inspired by nature and the importance of developing energy-efficient technologies. Grounded in Sejnowski’s dual expertise in AI and neuroscience, ChatGPT and the Future of AI is the definitive guide to understanding the intersection of AI and human intelligence. |
| does chatgpt work in other languages: UX for Enterprise ChatGPT Solutions Richard H. Miller, 2024-09-06 Create engaging AI experiences by mastering ChatGPT for business and leveraging user interface design practices, research methods, prompt engineering, the feeding lifecycle, and more Key Features Learn in-demand design thinking and user research techniques applicable to all conversational AI platforms Measure the quality and evaluate ChatGPT from a customer’s perspective for optimal user experience Set up and use your secure private data, documents, and materials to enhance your ChatGPT models Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionMany enterprises grapple with new technology, often hopping on the bandwagon only to abandon it when challenges emerge. This book is your guide to seamlessly integrating ChatGPT into enterprise solutions with a UX-centered approach. UX for Enterprise ChatGPT Solutions empowers you to master effective use case design and adapt UX guidelines through an engaging learning experience. Discover how to prepare your content for success by tailoring interactions to match your audience’s voice, style, and tone using prompt-engineering and fine-tuning. For UX professionals, this book is the key to anchoring your expertise in this evolving field. Writers, researchers, product managers, and linguists will learn to make insightful design decisions. You’ll explore use cases like ChatGPT-powered chat and recommendation engines, while uncovering the AI magic behind the scenes. The book introduces a and feeding model, enabling you to leverage feedback and monitoring to iterate and refine any Large Language Model solution. Packed with hundreds of tips and tricks, this guide will help you build a continuous improvement cycle suited for AI solutions. By the end, you’ll know how to craft powerful, accurate, responsive, and brand-consistent generative AI experiences, revolutionizing your organization’s use of ChatGPT.What you will learn Align with user needs by applying design thinking to tailor ChatGPT to meet customer expectations Harness user research to enhance chatbots and recommendation engines Track quality metrics and learn methods to evaluate and monitor ChatGPT's quality and usability Establish and maintain a uniform style and tone with prompt engineering and fine-tuning Apply proven heuristics by monitoring and assessing the UX for conversational experiences with trusted methods Refine continuously by implementing an ongoing process for chatbot and feeding Who this book is for This book is for user experience designers, product managers, and product owners of business and enterprise ChatGPT solutions who are interested in learning how to design and implement ChatGPT-4 solutions for enterprise needs. You should have a basic-to-intermediate level of understanding in UI/UX design concepts and fundamental knowledge of ChatGPT-4 and its capabilities. |
| does chatgpt work in other languages: How to Teach AI Rachelle Dené Poth, 2024-08-13 Get practical tools and strategies for teaching AI across the K-12 curriculum with this accessible guide. As AI continues to transform our world, educators have a responsibility to stay current with the changes, and ensure that students have the necessary knowledge and skills to succeed in the future. Written by an educator who is currently teaching on this topic, How to Teach AI shares practical strategies and tools based on what good practice looks like in the classroom right now. Readers will build confidence in integrating AI into their curriculum so they can effectively prepare students for their careers. Taking a friendly and accessible approach, the book covers a range of topics related to AI, such as machine learning, robotics and natural language processing, and includes examples of how these technologies are being implemented in different industries and their impact on education. The book includes a chapter dedicated to the ethics of AI, addressing issues around bias, intellectual property, student data privacy and more. The book includes: • Ideas for using generative AI in the classroom and tips for writing effective prompts. • Activity ideas across content areas, including computer science, economics, literature, music and more. • Time-saving ideas for teachers, and study aids for students to explore. • AI-powered tool recommendations for teachers. • Questions for reflection in every chapter. With examples from educators in the field, and a variety of resources to apply in the classroom, this book helps educators become comfortable with this important topic and create meaningful learning experiences for their students. |
| does chatgpt work in other languages: How to Augment Language Skills Anthony Pym, Yu Hao, 2024-08-15 How to Augment Language Skills outlines ways in which translators and language providers can expand their skillset and how translation technologies can be integrated into language learning and translator training. This book explains the basics of generative AI, machine translation, and translation memory suites, placing them in a historical context and assessing their fundamental impacts on language skills. It covers what to teach in a specific context, how to teach it, how to assess the result, and how to set up lively class discussions on the many problematic aspects. The exploratory empirical approach is designed to reach across several divides: between language education and translation studies, between technology designers and users, between Western and Asian research, and between abstract ideas and hands-on practice. Features include: Fifty-seven technology-related activities for the language and/or translation class. Recent research on the capacities of generative AI. Examples of how to conduct a needs analysis in the Higher Education context. Comparisons of the main teaching methods. Ways to assess the use of technologies. Examples in Chinese, Spanish, Catalan, French, and German. A full glossary explaining the key terms in clear language. Drawing on years of classroom experience, Pym and Hao illustrate how these skills can be taught in a range of classroom and online activities, making this essential reading for teachers and researchers involved in the teaching of languages and the training of translators. |
| does chatgpt work in other languages: Human vs ChatGPT – Language of Advertising in Beauty Products Advertisements Ida Skubis, Dominika Kołodziejczyk, 2024-11-21 This book systematically investigates the linguistic strategies employed in beauty product advertising to assess their persuasive and manipulative effects. The work is divided into two sections: a review of relevant literature and an empirical analysis of advertisements. The analysis initially focuses on the linguistic features of advertisements created by humans prior to the introduction of ChatGPT, examining the linguistic measures used and their methods of persuasion and manipulation. Subsequent sections provide a detailed examination of advertisements generated by ChatGPT versions 3.5 and 4.0, analysing the artificial intelligence’s use of linguistic techniques. This includes a meta-analysis where ChatGPT itself discusses the linguistic strategies it employs. The ultimate goal is to compare and contrast the effectiveness and linguistic devices used in advertisements crafted by humans and those by ChatGPT, analysing how AI influences the language of advertising and its impact on consumer behaviour. |
| does chatgpt work in other languages: Artificial Intelligence and Society Dr. R. B. Konda, Dr. Mahesh M. Ganwar, Prof. Kaveri Kori, Dr. Hanmanthappa Sedamkar, Dr. Manikamma S., Dr. Saibanna. & Dr. Mitradevi Halimani, 2024-11-08 The integration of AI-powered e-gamified modules in education has significantly impacted students' scientific attitudes and academic achievement in science. This study investigates how AI-driven gamification enhances engagement, critical thinking, and problem-solving skills, leading to improved academic performance. AI enables personalized learning experiences by adapting to individual student needs, thus fostering a more interactive and learner-centered approach. E-gamified modules provide immediate feedback, motivating students to correct errors and reinforce learning. The main aim of the study is to find out whether there is any significant difference between pre-test & post-test mean scores of secondary school students taught with and without AI-powered e-gamified modules in science. 80 Samples were chosen by employing purposive sampling technique. The researcher has used standardized PhET simulation modules. The results show that the post-test mean scores of the experimental group are significantly different than that of the control group. The study suggests that when students are exposed to AI-powered gamified learning environments, they develop a more positive disposition toward scientific methods and show measurable improvements in performance. This research highlights the potential of AI in transforming traditional education by making learning more dynamic, personalized, and effective, thereby fostering a deeper understanding of science and its applications. |
| does chatgpt work in other languages: Advanced Applications of Generative AI and Natural Language Processing Models Obaid, Ahmed J., Bhushan, Bharat, S., Muthmainnah, Rajest, S. Suman, 2023-12-21 The rapid advancements in Artificial Intelligence (AI), specifically in Natural Language Processing (NLP) and Generative AI, pose a challenge for academic scholars. Staying current with the latest techniques and applications in these fields is difficult due to their dynamic nature, while the lack of comprehensive resources hinders scholars' ability to effectively utilize these technologies. Advanced Applications of Generative AI and Natural Language Processing Models offers an effective solution to address these challenges. This comprehensive book delves into cutting-edge developments in NLP and Generative AI. It provides insights into the functioning of these technologies, their benefits, and associated challenges. Targeting students, researchers, and professionals in AI, NLP, and computer science, this book serves as a vital reference for deepening knowledge of advanced NLP techniques and staying updated on the latest advancements in generative AI. By providing real-world examples and practical applications, scholars can apply their learnings to solve complex problems across various domains. Embracing Advanced Applications of Generative AI and Natural Language Processing Modelsequips academic scholars with the necessary knowledge and insights to explore innovative applications and unleash the full potential of generative AI and NLP models for effective problem-solving. |
| does chatgpt work in other languages: Disinformation in Open Online Media Mike Preuss, |
| does chatgpt work in other languages: The AI-Powered Productivity Handbook Jamal Faisal Almutawa, 2023-03-29 Unleash the power of productivity and revolutionize your work process with this essential guide. With cutting-edge techniques and tools, you can transform your efficiency and shorten delivery time from days to minutes. Using popular AI platforms, including ChatGPT, this book shows you how to achieve superhuman productivity by leveraging AI technology to automate the heavy lifting. From personal to professional success, this book is your key to unlocking your full potential. Don't wait, start your productivity journey today. |
| does chatgpt work in other languages: A.I. Artificial intelligence, introduction to the issues and current trends Pavel Bartoš, 2023-01-01 Artificial Intelligence (AI), often referred to by the acronym Artificial Intelligence, is a fascinating and dynamically developing field that has far-reaching implications for various sectors of human activity. At its core, it is the simulation of human intelligence in computer systems. AI is capable of learning, planning, problem solving, speech recognition, visual perception and many other cognitive functions that were previously considered the exclusive domain of human thought. |
| does chatgpt work in other languages: Modern Technology in Healthcare and Medical Education: Blockchain, IoT, AR, and VR Hiran, Kamal Kant, Doshi, Ruchi, Patel, Mayank, 2024-04-29 The integration of Augmented Reality (AR) and Virtual Reality (VR) with Artificial Intelligence (AI) has immense potential to have beneficial effects for institutions of healthcare and medical education. However, this integration has become so complex, it presents numerous challenges across various domains. Researchers and practitioners often need help to keep pace with the rapid advancements of technologies and applications. Issues such as privacy, security, scalability, and optimization of AR/VR setups remain critical concerns for healthcare industry professionals and academics alike. There needs to be a comprehensive resource that addresses these challenges, if we expect the field to grow in an effective and responsible manner. Modern Technology in Healthcare and Medical Education: Blockchain, IoT, AR, and VR offers a solution to these challenges. By providing insights from researchers and experts in the field, this book serves as a valuable reference for addressing real-world problems. This book is a must-have resource for doctoral and post-doctoral researchers, undergraduate and postgraduate students, industry professionals, and government agencies working in AR/VR. It provides a roadmap for future research and development in this rapidly evolving field. It covers a wide range of topics, including enhancements in AR/VR, AI integration, task-specific training, and applications in healthcare and education. |
| does chatgpt work in other languages: Current Trends in Web Engineering Sven Casteleyn, Tommi Mikkonen, Alberto García Simón, In-Young Ko, Giuseppe Loseto, 2024-01-03 This volume constitutes the papers of several workshops which were held in conjunction with the International Conference on Web Engineering, ICWE 2023, held in Alicante, Spain, in June 6–9, 2023. The 10 revised full papers and 2 short papers presented in this book were carefully reviewed and selected from 23 submissions. They stem from the following workshops: Third International Workshop on Big Data Driven Edge Cloud Services (BECS 2023) Second International Workshop on the Semantic Web of Everything (SWEET 2023) Second International Workshop on Web Applications for Life Sciences (WALS2023) |
| does chatgpt work in other languages: Mastering LinkedIn with the Help of ChatGPT: New Strategies for Job Search, Branding, and Networking in the AI Martín Arellano, |
| does chatgpt work in other languages: Computational Intelligence in Data Science Mieczyslaw Lech Owoc, |
| does chatgpt work in other languages: Digital Ecosystems: Interconnecting Advanced Networks with AI Applications Andriy Luntovskyy, |
| does chatgpt work in other languages: Utilizing AI Tools in Academic Research Writing Srivastava, Anugamini Priya, Agarwal, Sucheta, 2024-05-02 Those entrenched in academia often have daunting processes of formulating research questions, data collection, analysis, and scholarly paper composition. Artificial intelligence (AI) emerges as an invaluable ally, simplifying these processes and elevating the quality of scholarly output. Where the pursuit of knowledge meets the cutting edge of technology, Utilizing AI Tools in Academic Research Writing unfolds a transformative journey through the symbiotic relationship between AI and academic inquiry. It offers practical insights into the myriad ways AI can revolutionize academic pursuits. This book extends beyond theoretical discussions, delving into practical dimensions of AI integration, demonstrating how it facilitates topic identification, refines research design, empowers data analysis, and enriches literature reviews. Readers will explore AI's indispensable role in precise hypothesis development, enhancing the very foundation of academic inquiry. The book introduces AI-powered tools that streamline writing and editing, ensuring research papers meet the highest standards of clarity and correctness. Ethical considerations in AI-integrated research take center stage, emphasizing responsible and transparent practices. This book is ideal for doctoral candidates, master's students, undergraduates, or seasoned faculty members. |
| does chatgpt work in other languages: MARKETING ACTIVITIES OF ENTERPRISES OF THE AGROINDUSTRIAL SECTOR IN THE CONDITIONS OF WAR Bondarenko V., Barylovych O., Helevei O., Skakun O., Heraimovych V., Korniіchuk T., Lutsii O., Lutsii I., Nahorna O., Ostapchuk A., Riabchyk A., Vyshnivska B., Zbarskyi V., 2023-07-31 The formation and development of market relations in the Ukrainian economy necessitate the improvement of the management mechanism of agricultural enterprises, the orientation of the management system to market conditions, and the ability to respond quickly and flexibly to changes in the environment and within the enterprise. Currently, only a small proportion of enterprises use marketing management methods in their business operations, and only a few of them use a systematic approach to organizing management based on marketing. Military actions on the territory of our country have had a great impact on this course of events and the development of enterprises at the present time. Marketing management of an enterprise is an opportunity to organize its activities on the principles of optimal use of the available potential and obtaining the greatest profit, taking into account the satisfaction of consumer needs. An analysis of the company's capabilities allows to obtain reliable information on the state of assets and liabilities of production, to analyze the external marketing environment. A systematic approach to organizing management and developing a marketing strategy is a scientifically sound way to increase profitability, save costs and improve the company's market position. An integral part of the company's marketing management system is to ensure proportionality of development, support and preservation of social guarantees for employees. However, after the Russian Federation started military operations on the territory of Ukraine, agricultural enterprises experienced major problems in production, sales, and procurement of inputs. The big problems caused by the war are clearly visible in logistics processes - losses in trade relations by sea, suspended river traffic, heavy load on border crossing points on railways and highways, lack of air traffic. Due to the constant bombardment by the Russian aggressor, a large number of critical infrastructure facilities have been damaged, forcing our companies to significantly increase the cost of processing agricultural products and thus stay afloat without stopping their operations. A large number of companies from the east and south were forced to move to the western and central parts of the country to resume their operations. However, given that in Ukraine marketing management of agricultural enterprises is a separate, very large and problematic aspect, the theoretical and methodological framework is not sufficiently covered, there are problematic issues, and the strategy for the transition of enterprises from outdated forms and methods of management and business to new, scientifically based market methods, such as marketing management, has not been developed. This will allow our enterprises to develop and meet the needs of consumers and at the same time ensure the country's food security in this difficult military period for Ukraine. The results of the research presented in this monograph are determined within the framework of the initiative topic of the Department of Marketing and International Trade of the National University of Life and Environmental Sciences of Ukraine Development of Marketing at Agricultural and Processing Enterprises, state registration number 0120U100630. |
| does chatgpt work in other languages: Transforming Conversational AI Michael McTear, |
| does chatgpt work in other languages: The Economics of Singularities of Science Elucidated with Buddhist Thoughts S. Niggol Seo, |
| does chatgpt work in other languages: Data Mining and Big Data Ying Tan, |
| does chatgpt work in other languages: Impact and implications of AI methods and tools for the future of education Kingsley Okoye, Samira Hosseini, Kamal Kant Hiran , Julius Nganji, 2024-06-07 The congruence of technology such as AI and its use for education can help transform the different pedagogical practices and future of education. Educational organizations like The UNESCO and The World Bank are already calling for research and development-oriented projects, and creation/mobilization of technological initiatives on how to re-imagine education and operationalize the use of digital technologies for its purpose, the Digitized-Education. Those goals mean or include methodological approaches and wide adoption of the AI-methods in fostering education in the classroom or learning environments. Also noteworthy is the fact that digitized-education is now an inevitable and integral element to achieving the global sustainable development goals (SDGs) particularly the SDG4 that promotes quality of education. |
| does chatgpt work in other languages: Using Real-Time Data and AI for Thrust Manufacturing Satishkumar, D., Sivaraja, M., 2024-03-28 In the dynamic world of manufacturing, the industry has grappled with ongoing issues such as expensive machine maintenance, operational inefficiencies, and the production of defective products. The need for informed decision-making to maintain quality, meet deadlines, and prevent disruptions is more crucial than ever. Enter Using Real-Time Data and AI for Thrust Manufacturing, a groundbreaking book that addresses these challenges head-on. As Industry 4.0 transforms the manufacturing sector through the integration of the Internet of Things (IoT) and artificial intelligence (AI), this book serves as a beacon for academic scholars and industry professionals alike, offering profound insights into the world of AI-driven industry solutions. The objective of this book is clearto revolutionize the manufacturing sector by leveraging human expertise and AI-driven data technologies. By delving into the realms of Industry 4.0, IoT, and AI, the book systematically tackles issues such as costly downtime, inefficient processes, and the production of substandard products. With a focus on turning raw data into meaningful insights, the book explores AI applications like machine learning and deep learning, natural language processing, and machine vision. From predictive maintenance to improved demand forecasting, quality assurance, inspection, and warehouse automation, the book positions AI as the linchpin of Industry 4.0, ensuring not only cost savings but also safety improvements and supply-chain efficiencies. |
| does chatgpt work in other languages: Unlocking ChatGPT's Potential: Practical Tips and Tricks for Everyday Use Colin Tandy, 2024-07-16 Unlocking ChatGPT's Potential: Practical Tips and Tricks for Everyday Use In a world rapidly evolving with the advances of artificial intelligence, ChatGPT emerges as a groundbreaking tool designed to transform the way we work, learn, and create. Unlocking ChatGPT's Potential: Practical Tips and Tricks for Everyday Use is your comprehensive guide to mastering this powerful AI assistant and integrating it seamlessly into your daily life. This book takes you on an enlightening journey, starting with the basics of setting up ChatGPT and understanding its core functionalities. As you delve deeper, you'll uncover practical applications that enhance productivity, streamline tasks, and organize information effortlessly. Whether you're drafting emails, generating creative content, conducting research, or managing personal projects, this guide provides step-by-step instructions and expert tips to maximize ChatGPT's potential. Explore the transformative power of ChatGPT across various domains: Productivity: Automate routine tasks, manage schedules, and boost efficiency. Creative Writing: Generate ideas, draft compelling content, and refine your writing. Research and Learning: Retrieve information, summarize articles, and gain clear explanations on complex topics. Personal Assistant: Plan events, manage tasks, and receive personalized assistance for everyday activities. Professional Settings: Enhance workplace communication, collaboration, marketing, and customer support. Advanced Features: Customize ChatGPT to suit your needs and integrate it with other tools. Ethical Use: Navigate the ethical considerations and best practices for responsible AI usage. Troubleshooting: Resolve common issues and optimize performance. Packed with real-world case studies, success stories, and answers to frequently asked questions, this book is an invaluable resource for both beginners and experienced users. It empowers you to leverage the full capabilities of ChatGPT, ensuring you stay ahead in an AI-driven future. About OPENAI: OpenAI, a leading force in artificial intelligence research and development, is committed to ensuring AI technologies benefit all of humanity. Our team of experts has crafted ChatGPT, an advanced language model designed to assist with a myriad of tasks, from simple conversations to complex problem-solving. Unlock the future of AI with Unlocking ChatGPT's Potential: Practical Tips and Tricks for Everyday Use and revolutionize the way you live and work |
| does chatgpt work in other languages: Sustainability in Digital Transformation Era: Driving Innovative & Growth Dr Rajeev Agrawal, Dr Arun Pratap Srivastava, Dr Akihiko Sugiyama, 2024-08-29 In the past few weeks, OpenAI has released ChatGPT (Chat Generative Pre-trained Transformer). ChatGPT emerges as a formidable chatbot, surpassing various iterations of the GPT model, and plays a transformative role in user interactions with AI systems. In the dynamic realm of AI technologies, influential applications like ChatGPT, developed by OpenAI, mir□ror the transformative consideration of the simplicity on multiple facets of our daily lives. This potent technology holds the potential for significant positive changes, particularly in healthcare where the introduction of GPT and chatbot models opens promising avenues for disease treatment and technological innovation. |
| does chatgpt work in other languages: Learn AI-assisted Python Programming Leo Porter, 2024-01-09 Writing computer programs in Python just got a lot easier! Use AI-assisted coding tools like GitHub Copilot and ChatGPT to turn your ideas into applications faster than ever. AI has changed the way we write computer programs. With tools like Copilot and ChatGPT, you can describe what you want in plain English, and watch your AI assistant generate the code right before your eyes. It’s perfect for beginners, or anyone who’s struggled with the steep learning curve of traditional programming. In Learn AI-Assisted Python Programming: With GitHub Copilot and ChatGPT you’ll learn how to: Write fun and useful Python applications—no programming experience required! Use the Copilot AI coding assistant to create Python programs Write prompts that tell Copilot exactly what to do Read Python code and understand what it does Test your programs to make sure they work the way you want them to Fix code with prompt engineering or human tweaks Apply Python creatively to help out on the job Learn AI-Assisted Python Programming: With GitHub Copilot and ChatGPT is a hands-on beginner’s guide that is written by two esteemed computer science university professors. It teaches you everything you need to start programming Python in an AI-first world. You’ll hit the ground running, writing prompts that tell your AI-assistant exactly what you want your programs to do. Along the way, you’ll pick up the essentials of Python programming and practice the higher-level thinking you’ll need to create working apps for data analysis, automating tedious tasks, and even video games. Foreword by Beth Simon, Ph.D. About the technology The way people write computer programs has changed forever. Using GitHub Copilot, you describe in plain English what you want your program to do, and the AI generates it instantly. About the book This book shows you how to create and improve Python programs using AI—even if you’ve never written a line of computer code before. Spend less time on the slow, low-level programming details and instead learn how an AI assistant can bring your ideas to life immediately. As you go, you’ll even learn enough of the Python language to understand and improve what your AI assistant creates. What's inside Prompts for working code Tweak code manually and with AI help AI-test your programs Let AI handle tedious details About the reader If you can move files around on your computer and install new programs, you can learn to write useful software! About the author Dr. Leo Porter is a Teaching Professor at UC San Diego. Dr. Daniel Zingaro is an Associate Teaching Professor at the University of Toronto. The technical editor on this book was Peter Morgan. Table of Contents 1 Introducing AI-assisted programming with Copilot 2 Getting started with Copilot 3 Designing functions 4 Reading Python code – Part 1 5 Reading Python Code – Part 2 6 Testing and prompt engineering 7 Problem decomposition 8 Debugging and better understanding your code 9 Automating tedious tasks 10 Making some games 11 Future directions |
| does chatgpt work in other languages: Learn Generative AI with PyTorch Mark Liu, 2024-11-26 Learn how generative AI works by building your very own models that can write coherent text, create realistic images, and even make lifelike music. Learn Generative AI with PyTorch teaches the underlying mechanics of generative AI by building working AI models from scratch. Throughout, you’ll use the intuitive PyTorch framework that’s instantly familiar to anyone who’s worked with Python data tools. Along the way, you’ll master the fundamentals of General Adversarial Networks (GANs), Transformers, Large Language Models (LLMs), variational autoencoders, diffusion models, LangChain, and more! In Learn Generative AI with PyTorch you’ll build these amazing models: • A simple English-to-French translator • A text-generating model as powerful as GPT-2 • A diffusion model that produces realistic flower images • Music generators using GANs and Transformers • An image style transfer model • A zero-shot know-it-all agent The generative AI projects you create use the same underlying techniques and technologies as full-scale models like GPT-4 and Stable Diffusion. You don’t need to be a machine learning expert—you can get started with just some basic Python programming skills. Purchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications. About the technology Transformers, Generative Adversarial Networks (GANs), diffusion models, LLMs, and other powerful deep learning patterns have radically changed the way we manipulate text, images, and sound. Generative AI may seem like magic at first, but with a little Python, the PyTorch framework, and some practice, you can build interesting and useful models that will train and run on your laptop. This book shows you how. About the book Learn Generative AI with PyTorch introduces the underlying mechanics of generative AI by helping you build your own working AI models. You’ll begin by creating simple images using a GAN, and then progress to writing a language translation transformer line-by-line. As you work through the fun and fascinating projects, you’ll train models to create anime images, write like Hemingway, make music like Mozart, and more. You just need Python and a few machine learning basics to get started. You’ll learn the rest as you go! What's inside • Build an English-to-French translator • Create a text-generation LLM • Train a diffusion model to produce high-resolution images • Music generators using GANs and Transformers About the reader Examples use simple Python. No deep learning experience required. About the author Mark Liu is the founding director of the Master of Science in Finance program at the University of Kentucky. The technical editor on this book was Emmanuel Maggiori. Table of Contents Part 1 1 What is generative AI and why PyTorch? 2 Deep learning with PyTorch 3 Generative adversarial networks: Shape and number generation Part 2 4 Image generation with generative adversarial networks 5 Selecting characteristics in generated images 6 CycleGAN: Converting blond hair to black hair 7 Image generation with variational autoencoders Part 3 8 Text generation with recurrent neural networks 9 A line-by-line implementation of attention and Transformer 10 Training a Transformer to translate English to French 11 Building a generative pretrained Transformer from scratch 12 Training a Transformer to generate text Part 4 13 Music generation with MuseGAN 14 Building and training a music Transformer 15 Diffusion models and text-to-image Transformers 16 Pretrained large language models and the LangChain library Appendixes A Installing Python, Jupyter Notebook, and PyTorch B Minimally qualified readers and deep learning basics |
| does chatgpt work in other languages: Neural Information Processing Biao Luo, Long Cheng, Zheng-Guang Wu, Hongyi Li, Chaojie Li, 2023-11-26 The nine-volume set constitutes the refereed proceedings of the 30th International Conference on Neural Information Processing, ICONIP 2023, held in Changsha, China, in November 2023. The 1274 papers presented in the proceedings set were carefully reviewed and selected from 652 submissions. The ICONIP conference aims to provide a leading international forum for researchers, scientists, and industry professionals who are working in neuroscience, neural networks, deep learning, and related fields to share their new ideas, progress, and achievements. |
| does chatgpt work in other languages: South African Computer Science and Information Systems Research Trends Aurona Gerber, |
| does chatgpt work in other languages: HCI International 2023 – Late Breaking Papers Helmut Degen, Stavroula Ntoa, Abbas Moallem, 2023-11-25 This seven-volume set LNCS 14054-14060 constitutes the proceedings of the 25th International Conference, HCI International 2023, in Copenhagen, Denmark, in July 2023. For the HCCII 2023 proceedings, a total of 1578 papers and 396 posters was carefully reviewed and selected from 7472 submissions. Additionally, 267 papers and 133 posters are included in the volumes of the proceedings published after the conference, as “Late Breaking Work”. These papers were organized in the following topical sections: HCI Design and User Experience; Cognitive Engineering and Augmented Cognition; Cultural Issues in Design; Technologies for the Aging Population; Accessibility and Design for All; Designing for Health and Wellbeing; Information Design, Visualization, Decision-making and Collaboration; Social Media, Creative Industries and Cultural Digital Experiences; Digital Human Modeling, Ergonomics and Safety; HCI in Automated Vehicles and Intelligent Transportation; Sustainable Green Smart Cities and Smart Industry; eXtended Reality Interactions; Gaming and Gamification Experiences; Interacting with Artificial Intelligence; Security, Privacy, Trust and Ethics; Learning Technologies and Learning Experiences; eCommerce, Digital Marketing and eFinance. |
| does chatgpt work in other languages: Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky Andrew M. Olney, |
| does chatgpt work in other languages: Free Work At Home Jobs Deon Christie, 2023-12-24 This eBook contains some of the work-at-home jobs and strategies I have used over the years since 2011 to generate sales online. But this is also a combination of my top Medium articles about affiliate marketing and other work-at-home jobs and opportunities. But before you get into the money-making side of things, this eBook will guide you through the professional side of making money with work-at-home jobs. Like how to understand the purpose and how to create your online stores and much more. Learn how to use simple work-at-home jobs, strategies and techniques to earn a comfortable online income. Everything you need to know about work-at-home jobs and profitably proven methods is contained in this eBook. If you want to make money with work-at-home jobs online, then this is it! But please understand, if you are here to make $1,000,000 by tomorrow then you’re in the wrong place. These work-at-home jobs will make you that side income you have been dreaming about. Exactly how much you make will depend on your efforts, and how well you follow through. If I can make money with this, then so can you! I have generated legit sales with zero refunds using these same work-at-home jobs and strategies. |
| does chatgpt work in other languages: Emerging Research in Intelligent Systems Gonzalo Fernando Olmedo Cifuentes, |
| does chatgpt work in other languages: Philosophy of Artificial Intelligence and Its Place in Society Moutinho, Luiz, Cavique, Luís, Bigné, Enrique, 2023-10-16 The early 2020s have been marked by a surge of interest in artificial intelligence (AI), and it has grown to be one of the hottest topics in computer science, business technology research, and educational technologies. Despite AI winters in the 1970s and 1990s, where interest and subsequently adequate funding for AI research ceased, and as the technology and its usefulness become more perceptible, often with brilliant results, society is once again ready to investigate this powerful technology and its potential. However, a challenge arises when AI is called into question in an ethical context. It is important that we explore how it can contribute to the resolution of ethical, social, and environmental issues and also to address growing concerns around AI developing emergent bias as well as the human application of AI for malicious purposes. With recent AI-based writing technologies, concerns around academic integrity abound and challenge our perceptions of authenticity in writing. A careful assessment of these technologies, their usefulness and potential harm, and strategic solutions to maintaining ethical standards and regulation of the technology is a necessity for the maintenance of civilized life amidst these tools. Philosophy of Artificial Intelligence and Its Place in Society evaluates various aspects of artificial intelligence including the range of technologies, their advantages and disadvantages, and how AI systems operate. Spanning from machine learning to deep learning, philosophical insights, societal concerns, and the newest approaches to AI, it helps to develop an appreciation for and breadth of knowledge across the full range of AI sub-disciplines including neural networks, evolutionary computation, computer vision, robotics, expert systems, speech processing, and natural language processing. Led Dr. Luiz Moutinho of the University of Suffolk in the United Kingdom, who has won several awards for his academic literature, this book provides academic market-scholars; researchers and students of philosophy, sociology, economics, and education; as well as corporate scientists with a comprehensive collection of core research elements, concepts, advances, applications, evidence, and outcomes related to artificial intelligence. |
DOES Definition & Meaning - Merriam-Webster
The meaning of DOES is present tense third-person singular of do; plural of doe.
DOES Definition & Meaning | Dictionary.com
Does definition: a plural of doe.. See examples of DOES used in a sentence.
"Do" vs. "Does" – What's The Difference? | Thesaurus.com
Aug 18, 2022 · Both do and does are present tense forms of the verb do. Which is the correct form to use depends on the subject of your sentence. In this article, we’ll explain the difference …
Do vs. Does: How to Use Does vs Do in Sentences - Confused Words
Apr 16, 2019 · When using infinitives with do and does, it is important to remember that DO is the base form of the verb, while DOES is the third-person singular form. Here are some examples: …
DOES | English meaning - Cambridge Dictionary
Get a quick, free translation! DOES definition: 1. he/she/it form of do 2. he/she/it form of do 3. present simple of do, used with he/she/it. Learn more.
Grammar: When to Use Do, Does, and Did - Proofed
Aug 12, 2022 · We’ve put together a guide to help you use do, does, and did as action and auxiliary verbs in the simple past and present tenses.
does verb - Definition, pictures, pronunciation and usage ...
Definition of does verb in Oxford Advanced Learner's Dictionary. Meaning, pronunciation, picture, example sentences, grammar, usage notes, synonyms and more.
Do or Does: Which is Correct? – Strategies for Parents
Nov 29, 2021 · Like other verbs, “do” gets an “s” in the third-person singular, but we spell it with “es” — “does.” Let’s take a closer look at how “do” and “does” are different and when to use …
Do or Does – How to Use Them Correctly - Two Minute English
Mar 28, 2024 · Understanding when to use “do” and “does” is key for speaking and writing English correctly. Use “do” with the pronouns I, you, we, and they. For example, “I do like pizza” or …
DOES definition and meaning | Collins English Dictionary
Does is the third person singular in the present tense of do 1. Collins COBUILD Advanced Learner’s Dictionary. Copyright © HarperCollins Publishers. English Easy Learning Grammar …
DOES Definition & Meaning - Merriam-Webster
The meaning of DOES is present tense third-person singular of do; plural of doe.
DOES Definition & Meaning | Dictionary.com
Does definition: a plural of doe.. See examples of DOES used in a sentence.
"Do" vs. "Does" – What's The Difference? | Thesaurus.com
Aug 18, 2022 · Both do and does are present tense forms of the verb do. Which is the correct form to use depends on the subject of your sentence. In this article, we’ll explain the difference …
Do vs. Does: How to Use Does vs Do in Sentences - Confused Words
Apr 16, 2019 · When using infinitives with do and does, it is important to remember that DO is the base form of the verb, while DOES is the third-person singular form. Here are some examples: …
DOES | English meaning - Cambridge Dictionary
Get a quick, free translation! DOES definition: 1. he/she/it form of do 2. he/she/it form of do 3. present simple of do, used with he/she/it. Learn more.
Grammar: When to Use Do, Does, and Did - Proofed
Aug 12, 2022 · We’ve put together a guide to help you use do, does, and did as action and auxiliary verbs in the simple past and present tenses.
does verb - Definition, pictures, pronunciation and usage ...
Definition of does verb in Oxford Advanced Learner's Dictionary. Meaning, pronunciation, picture, example sentences, grammar, usage notes, synonyms and more.
Do or Does: Which is Correct? – Strategies for Parents
Nov 29, 2021 · Like other verbs, “do” gets an “s” in the third-person singular, but we spell it with “es” — “does.” Let’s take a closer look at how “do” and “does” are different and when to use …
Do or Does – How to Use Them Correctly - Two Minute English
Mar 28, 2024 · Understanding when to use “do” and “does” is key for speaking and writing English correctly. Use “do” with the pronouns I, you, we, and they. For example, “I do like pizza” or …
DOES definition and meaning | Collins English Dictionary
Does is the third person singular in the present tense of do 1. Collins COBUILD Advanced Learner’s Dictionary. Copyright © HarperCollins Publishers. English Easy Learning Grammar …
