Download or read book Fundamentals Of Chat GPT For Beginners Using AI written by Dr. Neha Gupta and published by Academic Guru Publishing House. This book was released on 2024-02-20 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: For those intrigued by the revolutionary potential of artificial intelligence in the realm of communication, "Fundamentals of ChatGPT for Beginners Using AI" serves as an indispensable manual. This book provides an extensive examination of ChatGPT, a cutting-edge technology that was created by OpenAI. With an initial focus on introductory concepts, this publication gradually advances to more complex subjects, guaranteeing inclusivity for readers of varying proficiency levels. By means of lucid elucidations, pragmatic illustrations, and interactive exercises, readers acquire knowledge regarding the manner in which ChatGPT empowers machines to partake in organic, humanoid dialogues, thereby finding utility across diverse sectors. There are a wide range of applications for ChatGPT, ranging from chatbots for customer support to assistance for creative writing. The book provides users with the knowledge and abilities necessary to train, fine-tune, and deploy ChatGPT models in real-world settings. The book places a strong emphasis on practicality. "Fundamentals of ChatGPT for Beginners Using AI" delivers the information and tools necessary to explore the wonderful world of conversational artificial intelligence, regardless of whether you are a student, a developer, an entrepreneur, or just inquisitive about artificial intelligence.
Download or read book Developing Apps with GPT 4 and ChatGPT written by Olivier Caelen and published by "O'Reilly Media, Inc.". This book was released on 2023-08-29 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: This minibook is a comprehensive guide for Python developers who want to learn how to build applications with large language models. Authors Olivier Caelen and Marie-Alice Blete cover the main features and benefits of GPT-4 and ChatGPT and explain how they work. You'll also get a step-by-step guide for developing applications using the GPT-4 and ChatGPT Python library, including text generation, Q&A, and content summarization tools. Written in clear and concise language, Developing Apps with GPT-4 and ChatGPT includes easy-to-follow examples to help you understand and apply the concepts to your projects. Python code examples are available in a GitHub repository, and the book includes a glossary of key terms. Ready to harness the power of large language models in your applications? This book is a must. You'll learn: The fundamentals and benefits of ChatGPT and GPT-4 and how they work How to integrate these models into Python-based applications for NLP tasks How to develop applications using GPT-4 or ChatGPT APIs in Python for text generation, question answering, and content summarization, among other tasks Advanced GPT topics including prompt engineering, fine-tuning models for specific tasks, plug-ins, LangChain, and more
Download or read book AI Essentials Guide written by William Hawkins and published by Springer Nature. This book was released on with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The GPT 4 Crypto Revolution written by Zane Wilder and published by GONBooks. This book was released on 2024-02-26 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the power of AI in the crypto world, from Bitcoin's disruptive emergence to GPT-4’s cutting-edge analysis. Find out how savvy investors conquer the digital currency frontier. Learn how AI can reshape risk, outsmart markets, and secure your crypto journey. · AI Insights: Unravel market trends using GPT-4's accurate predictions. · Strategy Development: Forge robust strategies leveraging AI's advanced intelligence. · Success Stories & Pitfalls: Navigate the highs and lows of AI in finance. · Forward-Thinking Roadmap: Prepare for AI’s impact on the future evolution of crypto. AI, particularly GPT-4, has the potential to revolutionize financial analysis, risk assessment, and strategic navigation through the complex crypto market. From Bitcoin's inception to blockchain’s role in secure transactions, these technologies can redefine traditional banking and fostering investment opportunities. There are AI driven applications for smarter investing, enhanced risk management, and efficient smart contract development available now, but it is important to be aware of their limitations and to choose with care. "The GPT-4 Crypto Revolution" provides a contemporary roadmap of AI involvement in crypto, detailing emerging trends and regulatory landscapes amid digital transformation. Capitalize on the crypto boom and sidestep many of the pitfalls with the strategic intelligence AI can provide. Start trading smarter today.
Download or read book Essential Math for AI written by Hala Nelson and published by "O'Reilly Media, Inc.". This book was released on 2023-01-04 with total page 1128 pages. Available in PDF, EPUB and Kindle. Book excerpt: Companies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory. Engineers, data scientists, and students alike will examine mathematical topics critical for AI--including regression, neural networks, optimization, backpropagation, convolution, Markov chains, and more--through popular applications such as computer vision, natural language processing, and automated systems. And supplementary Jupyter notebooks shed light on examples with Python code and visualizations. Whether you're just beginning your career or have years of experience, this book gives you the foundation necessary to dive deeper in the field. Understand the underlying mathematics powering AI systems, including generative adversarial networks, random graphs, large random matrices, mathematical logic, optimal control, and more Learn how to adapt mathematical methods to different applications from completely different fields Gain the mathematical fluency to interpret and explain how AI systems arrive at their decisions
Download or read book Artificial Intelligence Fundamentals for Business Leaders written by I. Almeida and published by Now Next Later AI. This book was released on 2023-06 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: 2024 Edition. Free access to the AI Academy! The perfect guide to help non-technical business leaders understand the power of AI. Completely up to date with the latest advancements in generative AI. Part of the Byte-sized Learning AI series by Now Next Later AI, these books break down complex concepts into easily digestible pieces, providing you with a solid foundation in the fundamentals of AI. More Than a Book By purchasing this book, you will also be granted free access to the AI Academy platform. There you can view free course modules, test your knowledge through quizzes, attend webinars, and engage in discussion with other readers. You will also receive free modules and 50% discount toward the enrollment in the self-paced course of the same name and enjoy video summary lessons, instructor-graded assignments, and live sessions. A course certificate will be awarded upon successful completion. AI Academy by Now Next Later AI We are the most trusted and effective learning platform dedicated to empowering leaders with the knowledge and skills needed to harness the power of AI safely and ethically. Book and Course Learning Rubric - Chapters 1-7: Understanding of AI [11%] —Demonstrated comprehension of AI's evolution, definition, applications, and comparison with human intelligence. - Chapters 8-13: Understanding of Data and Data Management [11%] — Clear understanding of the significance of big data, and strategies for data management. - Chapters 14-29: Understanding of Machine Learning [30%] — Familiarity with machine learning algorithms, different learning types, and the key steps involved in a machine learning project. - Chapters 30-35: Understanding of Deep Learning [9%] — Understanding of deep learning, its basics, and the structure and types of neural networks. - Chapters 36-40: Understanding of Model Selection and Evaluation [9%] — Ability to select and evaluate machine learning models and utilize them for decision-making. - Chapters 41-50: Understanding of Generative AI [15%] — Detailed understanding of generative AI, its value chain, models, prompt strategies, applications, opportunities, and governance challenges. Assignment: Practical Application [15%] — Ability to apply generative AI understanding to real-world business challenges, demonstrating critical thinking and strategic planning skills.
Download or read book Streamlit Essentials written by Surabhi Pandey and published by BPB Publications. This book was released on 2024-09-20 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: DESCRIPTION Streamlit Essentials is a comprehensive guide aimed at helping you build interactive data applications using Python. With easy-to-use syntax, it allows developers to quickly build visualizations, dashboards, and machine learning models. This book is a practical guide to building data science applications using the Streamlit framework. It covers everything from installation to advanced topics like ML integration and deployment. With real-world projects and examples, you will learn how to use Streamlit's widgets, styling, and data visualization tools to create dynamic real-time dashboards, containerize your applications with Docker, securely handle sensitive data, and deploy the applications on leading cloud platforms, all while building practical projects that can be added to enhance your portfolio. Throughout the book, you will develop the skills needed to turn data insights into interactive visualizations, ensuring your projects are not only functional but also engaging. The focus is hands-on learning, with step-by-step guidance to help you build, optimize, and share your work. By the time you have completed this book, you will be able to confidently deploy applications, showcase your skills through a professional portfolio, and position yourself for success. KEY FEATURES ● Learn how to present data insights quickly and clearly using Streamlit for smoother collaboration between business and tech teams. ● Master Streamlit’s core and advanced features through hands-on projects like product recommenders. ● Build and deploy data applications while exploring over 25 project ideas to enhance your Streamlit skills. ● Explore the Gen AI toolkit to speed up your development cycle from ideation to deployment. WHAT YOU WILL LEARN ● Understanding of Streamlit's capabilities, from its core functionalities to advanced features. ● Create engaging and informative visualizations using Streamlit's extensive library of charts, graphs, and maps. ● Develop efficiently using time-saving techniques for rapid prototyping and iterative development. ● Optimize app performance with advanced topics like caching, session tracking, and theming. ● Create a compelling portfolio to demonstrate your Streamlit proficiency. WHO THIS BOOK IS FOR Whether you are a data scientist, analyst, developer, or business professional, this book will provide you with the knowledge and skills needed to build engaging and informative dashboards, visualizations, and ML models. TABLE OF CONTENTS 1. Introduction to Streamlit 2. Getting Started with Streamlit 3. Exploring Streamlit Widgets 4. Styling and Layouts in Streamlit 5. Data Visualization with Streamlit 6. Streamlit and Machine Learning 7. Advanced Streamlit Concepts 8. Deployment of Streamlit Apps 9. Hands-On Projects: Easy 10. Hands-On Projects: Intermediate 11. Hands-On Projects: Advanced 12. Build and Enhance Your Portfolio 13. Enhancing Streamlit Development with AI Tools Appendix A: Streamlit Cheat Sheet Appendix B: Additional Resources and References Appendix C: Docker 101: Beginner’s Guide to Containers
Download or read book Python 3 Data Visualization Using ChatGPT GPT 4 written by Oswald Campesato and published by Stylus Publishing, LLC. This book was released on 2023-12-12 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is designed to show readers the concepts of Python 3 programming and the art of data visualization. It also explores cutting-edge techniques using ChatGPT/GPT-4 in harmony with Python for generating visuals that tell more compelling data stories. Chapter 1 introduces the essentials of Python, covering a vast array of topics from basic data types, loops, and functions to more advanced constructs like dictionaries, sets, and matrices. In Chapter 2, the focus shifts to NumPy and its powerful array operations, leading into data visualization using prominent libraries such as Matplotlib. Chapter 6 includes Seaborn's rich visualization tools, offering insights into datasets like Iris and Titanic. Further, the book covers other visualization tools and techniques, including SVG graphics, D3 for dynamic visualizations, and more. Chapter 7 covers information about the main features of ChatGPT and GPT-4, as well as some of their competitors. Chapter 8 contains examples of using ChatGPT in order to perform data visualization, such as charts and graphs that are based on datasets (e.g., the Titanic dataset). Companion files with code, datasets, and figures are available for downloading. From foundational Python concepts to the intricacies of data visualization, this book is ideal for Python practitioners, data scientists, and anyone in the field of data analytics looking to enhance their storytelling with data through visuals. It's also perfect for educators seeking material for teaching advanced data visualization techniques. FEATURES Explores cutting-edge techniques using ChatGPT/GPT-4 in harmony with Python for generating visuals that tell more compelling data stories Contains detailed tutorials that guide you through the creation of complex visuals Tackles actual data scenarios and builds your expertise as you apply learned concepts to real datasets Features data manipulation and cleaning with Pandas to prepare flawless datasets ready for visualization Includes companion files with source code, data sets, and figures
Download or read book Essential Fatty Acids and Eicosanoids written by Andrew Sinclair and published by The American Oil Chemists Society. This book was released on 1992 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: Papers from the March 1992 conference explore the importance of EFA and eicosanoids on living organisms. Organization is around five interrelated themes: examination of the biological function of docosahexaenoic acid at the fundamental level of molecular and cellular research; biosynthesis of PUFA in mammals; types of biological markers that can provide information about the adequacy of EFA intake; role that EFA and eicosanoids play in the development of disease states; and in the nutrition of the fetus and newly born infants, especially those born prematurely. Member price, $100. Annotation copyright by Book News, Inc., Portland, OR
Download or read book CSS3 and SVG with GPT 4 written by Oswald CAMPESATO and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-07-14 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is designed to equip you with the knowledge and skills necessary to navigate the intersection of web development and artificial intelligence (AI). It covers various aspects of modern web development and AI technologies, with a particular emphasis on Generative AI, CSS3, SVG, JavaScript, HTML, and popular web features like 3D animations and gradients. By exploring these topics, readers will gain a deeper understanding of how AI can enhance web development processes and how to leverage AI models like GPT-4 to streamline development workflows. Web developers, UI/UX designers, and software engineers seeking to blend traditional web development skills with the latest AI technologies will find this book to be a valuable resource.
Download or read book The Essential Pocket Guide for Clinical Nutrition written by Mary Width and published by Jones & Bartlett Learning. This book was released on 2024 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The Essential Pocket Guide for Clinical Nutrition is a quick-reference guide for dietitians, students, and other health professionals actively engaged in clinical nutrition, providing them with immediate access to evidence-based information on nutritional assessment, nutrition support, and nutrition considerations for specific diseases such as cancer, cardiovascular disease, diabetes, and pulmonary disease. Using the latest nutritional guidelines, the authors utilize a consistent chapter format that includes sections on disease process, treatment and nutritional intervention, and patient education, making it easy to find relevant information"--
Download or read book Proceedings of 4th International Conference on Artificial Intelligence and Smart Energy written by S. Manoharan and published by Springer Nature. This book was released on with total page 541 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Marketing Communication Essentials From Zero to Hero written by Bora Kurum and published by Bora Kurum. This book was released on 2023-03-23 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's fast-paced, digital-driven world, marketing communication has become an increasingly important aspect of business success. The ability to effectively communicate with customers and create compelling messages that resonate with them has never been more critical. As the landscape of marketing continues to evolve, it is essential for students and professionals alike to develop a strong foundation in marketing communication principles and practices. "Marketing Communication Essentials: From Zero to Hero" was written with this goal in mind. Designed as a comprehensive guide for those new to the field or looking to expand their knowledge, this book aims to equip readers with the tools, techniques, and insights necessary to create successful marketing communication campaigns. Throughout the book, readers will find a blend of theory and practical application, with a focus on real-world examples and case studies. By offering a step-by-step approach to understanding and implementing marketing communication strategies, this book aims to empower readers to make informed decisions and create impactful campaigns. From defining the ideal customer and market segmentation to crafting persuasive messages and measuring success, "How to Start Marketing Communication from Zero" covers every aspect of the marketing communication process. It also addresses the future of marketing communication and offers valuable resources for those looking to further their education and career in the field. It is my hope that this book will serve as a valuable resource for students, professionals, and anyone interested in learning more about marketing communication. By applying the principles and techniques shared in these pages, readers will be well-equipped to navigate the ever-changing landscape of marketing and create meaningful connections with their target audience. Thank you for embarking on this journey with me. I wish you success in your marketing communication endeavors and look forward to seeing the impact you will make in the world.
Download or read book C 12 and NET 8 Modern Cross Platform Development Fundamentals written by Mark J. Price and published by Packt Publishing Ltd. This book was released on 2023-11-14 with total page 829 pages. Available in PDF, EPUB and Kindle. Book excerpt: An accessible guide for beginner-to-intermediate programmers to the concepts, real-world applications, and latest features of C# 12 and .NET 8, with hands-on exercises using Visual Studio 2022 and Visual Studio Code. Purchase of the print or Kindle book includes a free PDF eBook Key Features Explore the latest additions to C# 12, the .NET 8 class libraries, and Entity Framework Core 8 Create professional websites and services with ASP.NET Core 8 and Blazor Build your confidence with step-by-step code examples and tips for best practices Book DescriptionThis latest edition of the bestselling Packt series will give you a solid foundation to start building projects using modern C# and .NET with confidence. You'll learn about object-oriented programming; writing, testing, and debugging functions; and implementing interfaces. You'll take on .NET APIs for managing and querying data, working with the fi lesystem, and serialization. As you progress, you'll explore examples of cross-platform projects you can build and deploy, such as websites and services using ASP.NET Core. This latest edition integrates .NET 8 enhancements into its examples: type aliasing and primary constructors for concise and expressive code. You'll handle errors robustly through the new built-in guard clauses and explore a simplified implementation of caching in ASP.NET Core 8. If that's not enough, you'll also see how native ahead-of-time (AOT) compiler publish lets web services reduce memory use and run faster. You'll work with the seamless new HTTP editor in Visual Studio 2022 to enhance the testing and debugging process. You'll even get introduced to Blazor Full Stack with its new unified hosting model for unparalleled web development flexibility.What you will learn Discover C# 12's new features, including aliasing any type and primary constructors Try out the native AOT publish capability for ASP.NET Core 8 Minimal APIs web services Build rich web experiences using Blazor Full Stack, Razor Pages, and other ASP.NET Core features Integrate and update databases in your apps using Entity Framework Core models Query and manipulate data using LINQ Build and consume powerful services using Web API and Minimal API Who this book is forThis book is for beginners as well as intermediate-level C# and .NET programmers who have worked with C# in the past and want to catch up with the changes made in the last few years. Prior exposure to C# or .NET is not a prerequisite. A general understanding of programming will help you to work through the book more comfortably, though the content is suitable for those completely new to programming. If you already have some C# and .NET skills and want to focus on developing practical apps, you can pick up Mark’s other .NET book, Apps and Services with .NET 8, instead.
Download or read book AI Fundamentals Courseware written by Reinier van den Biggelaar and published by Van Haren. This book was released on 2023-09-26 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: The AI Fundamentals courseware offers an AI training course designed for professionals in business or government environments who want to understand the benefits and applications of AI in their work environment. This course covers topics such as data management for AI, building and assessing AI applications, ethics and trustworthiness, and organizational success factors for enabling humans and machines to work together. The course addresses key questions such as “Where does Data Management end and AI application begin?” from a management perspective. Subjects covered include the applications and benefits of AI, data and robots, predictions and algorithms, machine and deep learning, building and reviewing AI applications, data management for AI, ethics and trustworthiness, organizational success factors for helping humans and machines work together, and the future of AI. This courseware educates for three certifications within it’s three-day combined program. It’s also possible to cut the material in pieces for a module teaching approach. The EXIN BCS Artificial Intelligence Essentials, testing the fundamental concepts of AI. This AI for Business and Government certification (the AI Brevet) which was established by the Netherlands AI Coalition (NL AIC) as a standard for professionals who want to use Artificial Intelligence. EXIN BCS Artificial Intelligence Foundation, which has a more IT-technical perspective.
Download or read book Microsoft Azure AI Fundamentals AI 900 Exam Guide written by Aaron Guilmette and published by Packt Publishing Ltd. This book was released on 2024-05-31 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get ready to pass the certification exam on your first attempt by gaining actionable insights into AI concepts, ML techniques, and Azure AI services covered in the latest AI-900 exam syllabus from two industry experts Key Features Discover Azure AI services, including computer vision, Auto ML, NLP, and OpenAI Explore AI use cases, such as image identification, chatbots, and more Work through 145 practice questions under chapter-end self-assessments and mock exams Purchase of this book unlocks access to web-based exam prep resources, including mock exams, flashcards, and exam tips Book Description The AI-900 exam helps you take your first step into an AI-shaped future. Regardless of your technical background, this book will help you test your understanding of the key AI-related topics and tools used to develop AI solutions in Azure cloud. This exam guide focuses on AI workloads, including natural language processing (NLP) and large language models (LLMs). You'll explore Microsoft's responsible AI principles like safety and accountability. Then, you'll cover the basics of machine learning (ML), including classification and deep learning, and learn how to use training and validation datasets with Azure ML. Using Azure AI Vision, face detection, and Video Indexer services, you'll get up to speed with computer vision-related topics like image classification, object detection, and facial detection. Later chapters cover NLP features such as key phrase extraction, sentiment analysis, and speech processing using Azure AI Language, speech, and translator services. The book also guides you through identifying GenAI models and leveraging Azure OpenAI Service for content generation. At the end of each chapter, you'll find chapter review questions with answers, provided as an online resource. By the end of this exam guide, you'll be able to work with AI solutions in Azure and pass the AI-900 exam using the online exam prep resources. What you will learn Discover various types of artificial intelligence (AI)workloads and services in Azure Cover Microsoft's guiding principles for responsible AI development and use Understand the fundamental principles of how AI and machine learning work Explore how AI models can recognize content in images and documents Gain insights into the features and use cases for natural language processing Explore the capabilities of generative AI services Who this book is for Whether you're a cloud engineer, software developer, an aspiring data scientist, or simply interested in learning AI/ML concepts and capabilities on Azure, this book is for you. The book also serves as a foundation for those looking to attempt more advanced AI and data science-related certification exams (e.g. Microsoft Certified: Azure AI Engineer Associate). Although no experience in data science and software engineering is required, basic knowledge of cloud concepts and client-server applications is assumed.
Download or read book Essential Linux Commands written by Paul Olushile and published by Packt Publishing Ltd. This book was released on 2023-11-30 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlock the power of Linux with this quick-start guide to leveling up your admin skills, packed with clear explanations and hands-on examples Key Features Explore Linux commands for mounting, file manipulation, and running Linux on the cloud Learn commands for checking and configuring network card statistics, firewall rules, and interfaces Understand how to utilize SELinux in keeping systems adequately hardened and avoiding various security risks Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThe role of a system administrator is ever-evolving, with the Linux command line at its core. This makes Linux command-line mastery an essential skill to demonstrate your ability to efficiently manage and maintain systems efficiently. Essential Linux Commands addresses a diverse range of topics, including package management, file manipulation, networking strategies, system monitoring, and diagnostic tools. Each command is intricately explained to eliminate any ambiguity, ensuring ease of implementation in real-world scenarios. This book explains how to use SELinux to maintain security, run Linux machines on AWS Cloud, and transfer and download files to remote systems. With the help of practical examples and use cases, you’ll not only gain a thorough understanding of a command’s syntax but also grasp its functional breadth and limitations. The book also explores commands frequently used by system administrators to check network card statistics and firewall rules. Whether you’re a beginner or an experienced administrator, this book is an invaluable resource, filling in the gaps in your skill set and helping you improve your skills and expertise in Linux administration.What you will learn Execute commands to launch applications, control services, and change network settings Develop your skills to use commands for package management, file manipulation, and networking Get clear explanations and practical examples for each command Discover tips and techniques to use the Linux command line effectively Get to grips with troubleshooting common problems and fixing errors Master best practices to manage and maintain Linux systems Develop expertise in system performance, security, and Linux in the cloud Who this book is forThis book is for system administrators, IT professionals, and students who want to enhance their knowledge of Linux administration and improve their skills in this field. Whether you’re just starting out in system administration or have years of experience, this book is an invaluable resource for mastering the Linux command line and becoming a more proficient system administrator. Essential Linux Commands is also well-suited for individuals interested in expanding their Linux know-how and its applications in various industries and environments.
