Generative AI for Web Engineering Models

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Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 622 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Generative AI for Web Engineering Models by : Shah, Imdad Ali

Download or read book Generative AI for Web Engineering Models written by Shah, Imdad Ali and published by IGI Global. This book was released on 2024-10-22 with total page 622 pages. Available in PDF, EPUB and Kindle. Book excerpt: Web engineering faces a pressing challenge in keeping pace with the rapidly evolving digital landscape. Developing, designing, testing, and maintaining web-based systems and applications require innovative approaches to meet the growing demands of users and businesses. Generative Artificial Intelligence (AI) emerges as a transformative solution, offering advanced capabilities to enhance web engineering models and methodologies. This book presents a timely exploration of how Generative AI can revolutionize the web engineering discipline, providing insights into future challenges and societal impacts. Generative AI for Web Engineering Models offers a comprehensive examination of integrating AI-driven generative approaches into web engineering practices. It delves into methodologies, models, and the transformative impact of Generative AI on web-based systems and applications. By addressing topics such as web browser technologies, website scalability, security, and the integration of Machine Learning, this book provides a roadmap for researchers, scientists, postgraduate students, and AI enthusiasts interested in the intersection of AI and web engineering.

ArcGIS Web Development

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Publisher : Simon and Schuster
ISBN 13 : 1638355746
Total Pages : 374 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis ArcGIS Web Development by : Rene Rubalcava

Download or read book ArcGIS Web Development written by Rene Rubalcava and published by Simon and Schuster. This book was released on 2014-11-11 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary ArcGIS Web Development is an example-rich tutorial designed to teach developers to use the ArcGIS JavaScript API to build custom GIS web applications. About the Technology Now you can unshackle your GIS application from a workstation! Using the ArcGIS JavaScript API, developers can build mobile and web-based maps and applications driven by ArcGIS data and functionality. Experienced ArcGIS developers will find that the familiar development environment provides a smooth transition to the web. Web developers new to GIS will be pleased by how easily they can apply their existing skills to GIS applications. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Book ArcGIS Web Development is an example-rich guide that teaches you to use the ArcGIS JavaScript API to build custom GIS web applications. The book begins with easy-to-follow examples that introduce readers to the ArcGIS JavaScript API and show how you can apply simple customizations. As the book progresses, you'll explore a full-scale, web-mapping application. By the end you will be able to build web apps that have features you'd ordinarily expect to find only in dedicated GIS applications. Written for web developers familiar with JavaScript and basic GIS concepts. Experience with ArcGIS is helpful, but not necessary. What's Inside Build web-based GIS applications Customize the ArcGIS Javascript API tools Bring ArcGIS data to the web Create secure logins for mobile app users About the Author Rene Rubalcava is the cofounder of SmartGeoTech, Inc., a GIS development company specializing in Esri technologies. Table of Contents PART 1 ARCGIS JAVASCRIPT FOUNDATION GIS as a tool Introducing core API concepts Working with the REST API PART 2 SAMPLE USE CASE Building an application Developing a custom data-collection application Building a desktop browser application Advanced techniques APPENDICES Setting up your environment Dojo basics Configuring a proxy

AI Strategies For Web Development

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Publisher : Packt Publishing Ltd
ISBN 13 : 1835886310
Total Pages : 458 pages
Book Rating : 4.8/5 (358 download)

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Book Synopsis AI Strategies For Web Development by : Anderson Soares Furtado Oliveira

Download or read book AI Strategies For Web Development written by Anderson Soares Furtado Oliveira and published by Packt Publishing Ltd. This book was released on 2024-09-30 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: From fundamental to advanced strategies, unlock useful insights for creating innovative, user-centric websites while navigating the evolving landscape of AI ethics and security Key Features Explore AI's role in web development, from shaping projects to architecting solutions Master advanced AI strategies to build cutting-edge applications Anticipate future trends by exploring next-gen development environments, emerging interfaces, and security considerations in AI web development Purchase of the print or Kindle book includes a free PDF eBook Book Description If you're a web developer looking to leverage the power of AI in your projects, then this book is for you. Written by an AI and ML expert with more than 15 years of experience, AI Strategies for Web Development takes you on a transformative journey through the dynamic intersection of AI and web development, offering a hands-on learning experience.The first part of the book focuses on uncovering the profound impact of AI on web projects, exploring fundamental concepts, and navigating popular frameworks and tools. As you progress, you'll learn how to build smart AI applications with design intelligence, personalized user journeys, and coding assistants. Later, you'll explore how to future-proof your web development projects using advanced AI strategies and understand AI's impact on jobs. Toward the end, you'll immerse yourself in AI-augmented development, crafting intelligent web applications and navigating the ethical landscape.Packed with insights into next-gen development environments, AI-augmented practices, emerging realities, interfaces, and security governance, this web development book acts as your roadmap to staying ahead in the AI and web development domain. What you will learn Build AI-powered web projects with optimized models Personalize UX dynamically with AI, NLP, chatbots, and recommendations Explore AI coding assistants and other tools for advanced web development Craft data-driven, personalized experiences using pattern recognition Architect effective AI solutions while exploring the future of web development Build secure and ethical AI applications following TRiSM best practices Explore cutting-edge AI and web development trends Who this book is for This book is for web developers with experience in programming languages and an interest in keeping up with the latest trends in AI-powered web development. Full-stack, front-end, and back-end developers, UI/UX designers, software engineers, and web development enthusiasts will also find valuable information and practical guidelines for developing smarter websites with AI. To get the most out of this book, it is recommended that you have basic knowledge of programming languages such as HTML, CSS, and JavaScript, as well as a familiarity with machine learning concepts.

Reshaping CyberSecurity With Generative AI Techniques

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Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 664 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Reshaping CyberSecurity With Generative AI Techniques by : Jhanjhi, Noor Zaman

Download or read book Reshaping CyberSecurity With Generative AI Techniques written by Jhanjhi, Noor Zaman and published by IGI Global. This book was released on 2024-09-13 with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt: The constantly changing digital environment of today makes cybersecurity an ever-increasing concern. With every technological advancement, cyber threats become more sophisticated and easily exploit system vulnerabilities. This unending attack barrage exposes organizations to data breaches, financial losses, and reputational harm. The traditional defense mechanisms, once dependable, now require additional support to keep up with the dynamic nature of modern attacks. Reshaping CyberSecurity With Generative AI Techniques offers a transformative solution to the pressing cybersecurity dilemma by harnessing the power of cutting-edge generative AI technologies. Bridging the gap between artificial intelligence and cybersecurity presents a paradigm shift in defense strategies, empowering organizations to safeguard their digital assets proactively. Through a comprehensive exploration of generative AI techniques, readers gain invaluable insights into how these technologies can be leveraged to mitigate cyber threats, enhance defense capabilities, and reshape the cybersecurity paradigm.

Generative AI-Powered Assistant for Developers

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1835081207
Total Pages : 416 pages
Book Rating : 4.8/5 (35 download)

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Book Synopsis Generative AI-Powered Assistant for Developers by : Behram Irani

Download or read book Generative AI-Powered Assistant for Developers written by Behram Irani and published by Packt Publishing Ltd. This book was released on 2024-08-30 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leverage Amazon Q Developer to boost productivity and maximize efficiency by accelerating software development life cycle tasks Key Features First book on the market to thoroughly explore all of Amazon Q Developer’s features Gain an understanding of Amazon Q Developer's capabilities across the software development life cycle through real-world examples Build apps with Amazon Q Developer by auto-generating code in various languages within supported IDEs Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionMany developers face the challenge of managing repetitive tasks and maintaining productivity. This book will help you tackle both these challenges with Amazon Q Developer, a generative AI-powered assistant designed to optimize coding and streamline workflows. This book takes you through the setup and customization of Amazon Q Developer, demonstrating how to leverage its capabilities for auto-code generation, code explanation, and transformation across multiple IDEs and programming languages. You'll learn to use Amazon Q Developer to enhance coding experiences, generate accurate code references, and ensure security by scanning for vulnerabilities. The book also shows you how to use Amazon Q Developer for AWS-related tasks, including solution building, applying architecture best practices, and troubleshooting errors. Each chapter provides practical insights and step-by-step guidance to help you fully integrate this powerful tool into your development process. You’ll get to grips with effortless code implementation, explanation, transformation, and documentation, helping you create applications faster and improve your development experience. By the end of this book, you’ll have mastered Amazon Q Developer to accelerate your software development lifecycle, improve code quality, and build applications faster and more efficiently.What you will learn Understand the importance of generative AI-powered assistants in developers' daily work Enable Amazon Q Developer for IDEs and with AWS services to leverage code suggestions Customize Amazon Q Developer to align with organizational coding standards Utilize Amazon Q Developer for code explanation, transformation, and feature development Understand code references and scan for code security issues using Amazon Q Developer Accelerate building solutions and troubleshooting errors on AWS Who this book is for This book is for coders, software developers, application builders, data engineers, and technical resources using AWS services looking to leverage Amazon Q Developer's features to enhance productivity and accelerate business outcomes. Basic coding skills are needed to understand the concepts covered in this book.

Generative AI for Effective Software Development

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Author :
Publisher : Springer Nature
ISBN 13 : 3031556429
Total Pages : 346 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Generative AI for Effective Software Development by : Anh Nguyen-Duc

Download or read book Generative AI for Effective Software Development written by Anh Nguyen-Duc and published by Springer Nature. This book was released on with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt:

CSS3 and SVG with GPT-4

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Author :
Publisher : Stylus Publishing, LLC
ISBN 13 : 1501520156
Total Pages : 287 pages
Book Rating : 4.5/5 (15 download)

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Book Synopsis CSS3 and SVG with GPT-4 by : Oswald Campesato

Download or read book CSS3 and SVG with GPT-4 written by Oswald Campesato and published by Stylus Publishing, LLC. This book was released on 2024-06-19 with total page 287 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. FEATURES: Covers generative AI fundamentals to advanced CSS3 and SVG techniques, offering comprehensive material on modern web development technologies Balances theoretical knowledge and practical examples, so readers gain hands-on experience in implementing AI-driven design solutions using GPT-4-generated code. Includes companion files with code, datasets, and images from the book -- available from the publisher for downloading (with proof of purchase)

Computer Safety, Reliability, and Security. SAFECOMP 2024 Workshops

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Author :
Publisher : Springer Nature
ISBN 13 : 3031687388
Total Pages : 474 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Computer Safety, Reliability, and Security. SAFECOMP 2024 Workshops by : Andrea Ceccarelli

Download or read book Computer Safety, Reliability, and Security. SAFECOMP 2024 Workshops written by Andrea Ceccarelli and published by Springer Nature. This book was released on with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Design and Build Great Web APIs

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Author :
Publisher : Pragmatic Bookshelf
ISBN 13 : 168050813X
Total Pages : 444 pages
Book Rating : 4.6/5 (85 download)

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Book Synopsis Design and Build Great Web APIs by : Mike Amundsen

Download or read book Design and Build Great Web APIs written by Mike Amundsen and published by Pragmatic Bookshelf. This book was released on 2020-10-06 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: APIs are transforming the business world at an increasing pace. Gain the essential skills needed to quickly design, build, and deploy quality web APIs that are robust, reliable, and resilient. Go from initial design through prototyping and implementation to deployment of mission-critical APIs for your organization. Test, secure, and deploy your API with confidence and avoid the "release into production" panic. Tackle just about any API challenge with more than a dozen open-source utilities and common programming patterns you can apply right away. Good API design means starting with the API-First principle - understanding who is using the API and what they want to do with it - and applying basic design skills to match customers' needs while solving business-critical problems. Use the Sketch-Design-Build method to create reliable and scalable web APIs quickly and easily without a lot of risk to the day-to-day business operations. Create clear sequence diagrams, accurate specifications, and machine-readable API descriptions all reviewed, tested, and ready to turn into fully-functional NodeJS code. Create reliable test collections with Postman and implement proper identity and access control security with AuthO-without added cost or risk to the company. Deploy all of this to Heroku using a continuous delivery approach that pushes secure, well-tested code to your public servers ready for use by both internal and external developers. From design to code to test to deployment, unlock hidden business value and release stable and scalable web APIs that meet customer needs and solve important business problems in a consistent and reliable manner.

CSS3 and SVG with Gemini

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Author :
Publisher : Stylus Publishing, LLC
ISBN 13 : 1501520180
Total Pages : 355 pages
Book Rating : 4.5/5 (15 download)

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Book Synopsis CSS3 and SVG with Gemini by : Oswald Campesato

Download or read book CSS3 and SVG with Gemini written by Oswald Campesato and published by Stylus Publishing, LLC. This book was released on 2024-06-19 with total page 355 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 Google Gemini 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. FEATURES: Covers generative AI fundamentals to advanced CSS3 and SVG techniques, offering comprehensive material on modern web development technologies Features both manually created and AI generated code samples, security issues, crafting prompts, and accessibility needs Balances theoretical knowledge and practical examples, so readers gain hands-on experience in implementing AI-driven design solutions using Gemini-generated code Includes companion files with code, datasets, and images from the book -- available from the publisher for downloading (with proof of purchase)

Web Development Career Master Plan

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1803238607
Total Pages : 446 pages
Book Rating : 4.8/5 (32 download)

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Book Synopsis Web Development Career Master Plan by : Frank W. Zammetti

Download or read book Web Development Career Master Plan written by Frank W. Zammetti and published by Packt Publishing Ltd. This book was released on 2024-06-07 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gain a comprehensive understanding of web development, from foundational technologies to advanced topics, along with interview tactics, growth opportunities, and strategies to kickstart a successful career in this field Key Features Gain insights into the role, responsibilities, and qualities that define a good web developer Uncover steps to establish a solid technical foundation for finding employment in the field of web development Explore tools and techniques you’ll work with and understand how they all fit together Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThe world of web development can seem daunting when you’re a beginner and don’t know where to get started. If you’re passionate about web development and want to learn the art of creating captivating websites, then this book is for you. Web Development Career Master Plan will take you on a learning journey, starting from the foundations and progressing through advanced concepts and career development strategies. You'll learn the core pillars of web development, including HTML, CSS, and JavaScript. As you go deeper, you'll explore the landscape of frameworks, libraries, and toolkits. This book also provides valuable insights into containerization, version control, Linux, and IDEs. Additionally, you’ll find expert advice on interview tactics and career growth strategies to secure your first job in web development. But the journey doesn’t end there. While you navigate the twists and turns of web development, you’ll also get a glimpse of what it means to be a web developer, the day-to-day aspects of the job, and the technologies you'll be working with. By the end of this web development book, you'll be well-equipped with the knowledge and tools you need to kick-start your journey and succeed in this dynamic field.What you will learn Understand the fundamentals of HTML, CSS, and JavaScript to build web pages Understand the different types of web development jobs and their requirements Explore the qualifications and attributes that make a candidate employable and adaptable in a dynamic job market Analyze the modern web development landscape to predict emerging trends Discover effective strategies to secure your first job opportunity Cultivate the essential skills needed for career development Who this book is for If you're an aspiring web developer with a passion for problem-solving and innovation, then this book is for you. Whether you're a dedicated learner, a tech enthusiast, or someone interested in building a career in the field, this book covers the web development essentials you need for a great start. Individuals without any prior technical or software development knowledge can also use this book to gain a high-level overview and a foundational introduction to the world of web development.

Integrating Generative AI in Education to Achieve Sustainable Development Goals

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Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 563 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Integrating Generative AI in Education to Achieve Sustainable Development Goals by : Doshi, Ruchi

Download or read book Integrating Generative AI in Education to Achieve Sustainable Development Goals written by Doshi, Ruchi and published by IGI Global. This book was released on 2024-06-03 with total page 563 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new challenge has become present in the field of generative artificial intelligence (AI). The fundamental nature of education, a vital element for advancing the United Nations' Sustainable Development Goals (SDGs), now grapples with the transformative impact of AI technologies. As we stand at this intersection of progress and pedagogy, critical questions surface about the future roles of educators and the integrity of assessment processes. AI’s rapid progression prompts an exploration of the competencies our education systems must cultivate in a world where human and machine intelligence are becoming increasingly interconnected. Against this backdrop of transformative uncertainty, Integrating Generative AI in Education to Achieve Sustainable Development Goals addresses profound challenges and offers promising solutions at the crossroads of AI and education. This book assembles distinguished academics, researchers, and practitioners, forming a collective voice on the intersection of Generative AI and education. The three-part structure dissects the technical aspects of AI-powered innovations in educational design, explores multidisciplinary applications enhancing educational content, and highlights AI-driven solutions to address equality and inclusion concerns within educational systems. The book also underscores the importance of ethical considerations of generative AI to ensure a future where technology serves the broader goals of sustainability and equitable education.

Utilizing Generative AI for Cyber Defense Strategies

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Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 546 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Utilizing Generative AI for Cyber Defense Strategies by : Jhanjhi, Noor Zaman

Download or read book Utilizing Generative AI for Cyber Defense Strategies written by Jhanjhi, Noor Zaman and published by IGI Global. This book was released on 2024-09-12 with total page 546 pages. Available in PDF, EPUB and Kindle. Book excerpt: As cyber threats become increasingly sophisticated, the need for innovative defense strategies becomes urgent. Generative artificial intelligence (AI) offers a revolutionary approach to enhance cybersecurity. By utilizing advanced algorithms, data analysis, and machine learning, generative AI can simulate complex attack scenarios, identify vulnerabilities, and develop proactive defense mechanisms while adapting to modern-day cyber-attacks. AI strengthens current organizational security while offering quick, effective responses to emerging threats. Decisive strategies are needed to integrate generative AI into businesses defense strategies and protect organizations from attacks, secure digital data, and ensure safe business processes. Utilizing Generative AI for Cyber Defense Strategies explores the utilization of generative AI tools in organizational cyber security and defense. Strategies for effective threat detection and mitigation are presented, with an emphasis on deep learning, artificial intelligence, and Internet of Things (IoT) technology. This book covers topics such as cyber security, threat intelligence, and behavior analysis, and is a useful resource for computer engineers, security professionals, business owners, government officials, data analysts, academicians, scientists, and researchers.

Unlocking Data with Generative AI and RAG

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1835887910
Total Pages : 346 pages
Book Rating : 4.8/5 (358 download)

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Book Synopsis Unlocking Data with Generative AI and RAG by : Keith Bourne

Download or read book Unlocking Data with Generative AI and RAG written by Keith Bourne and published by Packt Publishing Ltd. This book was released on 2024-09-27 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leverage cutting-edge generative AI techniques such as RAG to realize the potential of your data and drive innovation as well as gain strategic advantage Key Features Optimize data retrieval and generation using vector databases Boost decision-making and automate workflows with AI agents Overcome common challenges in implementing real-world RAG systems Purchase of the print or Kindle book includes a free PDF eBook Book Description Generative AI is helping organizations tap into their data in new ways, with retrieval-augmented generation (RAG) combining the strengths of large language models (LLMs) with internal data for more intelligent and relevant AI applications. The author harnesses his decade of ML experience in this book to equip you with the strategic insights and technical expertise needed when using RAG to drive transformative outcomes. The book explores RAG’s role in enhancing organizational operations by blending theoretical foundations with practical techniques. You’ll work with detailed coding examples using tools such as LangChain and Chroma’s vector database to gain hands-on experience in integrating RAG into AI systems. The chapters contain real-world case studies and sample applications that highlight RAG’s diverse use cases, from search engines to chatbots. You’ll learn proven methods for managing vector databases, optimizing data retrieval, effective prompt engineering, and quantitatively evaluating performance. The book also takes you through advanced integrations of RAG with cutting-edge AI agents and emerging non-LLM technologies. By the end of this book, you’ll be able to successfully deploy RAG in business settings, address common challenges, and push the boundaries of what’s possible with this revolutionary AI technique. What you will learn Understand RAG principles and their significance in generative AI Integrate LLMs with internal data for enhanced operations Master vectorization, vector databases, and vector search techniques Develop skills in prompt engineering specific to RAG and design for precise AI responses Familiarize yourself with AI agents' roles in facilitating sophisticated RAG applications Overcome scalability, data quality, and integration issues Discover strategies for optimizing data retrieval and AI interpretability Who this book is for This book is for AI researchers, data scientists, software developers, and business analysts looking to leverage RAG and generative AI to enhance data retrieval, improve AI accuracy, and drive innovation. It is particularly suited for anyone with a foundational understanding of AI who seeks practical, hands-on learning. The book offers real-world coding examples and strategies for implementing RAG effectively, making it accessible to both technical and non-technical audiences. A basic understanding of Python and Jupyter Notebooks is required.

Azure OpenAI Service for Cloud Native Applications

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Author :
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1098154967
Total Pages : 249 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis Azure OpenAI Service for Cloud Native Applications by : Adrián González Sánchez

Download or read book Azure OpenAI Service for Cloud Native Applications written by Adrián González Sánchez and published by "O'Reilly Media, Inc.". This book was released on 2024-06-27 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get the details, examples, and best practices you need to build generative AI applications, services, and solutions using the power of Azure OpenAI Service. With this comprehensive guide, Microsoft AI specialist Adrián González Sánchez examines the integration and utilization of Azure OpenAI Service—using powerful generative AI models such as GPT-4 and GPT-4o—within the Microsoft Azure cloud computing platform. To guide you through the technical details of using Azure OpenAI Service, this book shows you how to set up the necessary Azure resources, prepare end-to-end architectures, work with APIs, manage costs and usage, handle data privacy and security, and optimize performance. You'll learn various use cases where Azure OpenAI Service models can be applied, and get valuable insights from some of the most relevant AI and cloud experts. Ideal for software and cloud developers, product managers, architects, and engineers, as well as cloud-enabled data scientists, this book will help you: Learn how to implement cloud native applications with Azure OpenAI Service Deploy, customize, and integrate Azure OpenAI Service with your applications Customize large language models and orchestrate knowledge with company-owned data Use advanced roadmaps to plan your generative AI project Estimate cost and plan generative AI implementations for adopter companies

AI-Assisted Programming for Web and Machine Learning

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Author :
Publisher : Packt Publishing Ltd
ISBN 13 : 1835083897
Total Pages : 603 pages
Book Rating : 4.8/5 (35 download)

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Book Synopsis AI-Assisted Programming for Web and Machine Learning by : Christoffer Noring

Download or read book AI-Assisted Programming for Web and Machine Learning written by Christoffer Noring and published by Packt Publishing Ltd. This book was released on 2024-08-30 with total page 603 pages. Available in PDF, EPUB and Kindle. Book excerpt: Speed up your development processes and improve your productivity by writing practical and relevant prompts to build web applications and Machine Learning (ML) models Purchase of the print or Kindle book includes a free PDF copy Key Features Utilize prompts to enhance frontend and backend web development Develop prompt strategies to build robust machine learning models Use GitHub Copilot for data exploration, maintaining existing code bases, and augmenting ML models into web applications Book DescriptionAI-Assisted Programming for Web and Machine Learning shows you how to build applications and machine learning models and automate repetitive tasks. Part 1 focuses on coding, from building a user interface to the backend. You’ll use prompts to create the appearance of an app using HTML, styling with CSS, adding behavior with JavaScript, and working with multiple viewports. Next, you’ll build a web API with Python and Flask and refactor the code to improve code readability. Part 1 ends with using GitHub Copilot to improve the maintainability and performance of existing code. Part 2 provides a prompting toolkit for data science from data checking (inspecting data and creating distribution graphs and correlation matrices) to building and optimizing a neural network. You’ll use different prompt strategies for data preprocessing, feature engineering, model selection, training, hyperparameter optimization, and model evaluation for various machine learning models and use cases. The book closes with chapters on advanced techniques on GitHub Copilot and software agents. There are tips on code generation, debugging, and troubleshooting code. You’ll see how simpler and AI-powered agents work and discover tool calling.What you will learn Speed up your coding and machine learning workflows with GitHub Copilot and ChatGPT Use an AI-assisted approach across the development lifecycle Implement prompt engineering techniques in the data science lifecycle Develop the frontend and backend of a web application with AI assistance Build machine learning models with GitHub Copilot and ChatGPT Refactor code and fix faults for better efficiency and readability Improve your codebase with rich documentation and enhanced workflows Who this book is for Experienced developers new to GitHub Copilot and ChatGPT can discover the best strategies to improve productivity and deliver projects quicker than traditional methods. This book is ideal for software engineers working on web or machine learning projects. It is also a useful resource for web developers, data scientists, and analysts who want to improve their efficiency with the help of prompting. This book does not teach web development or how different machine learning models work.

Web Design Playground

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Author :
Publisher : Simon and Schuster
ISBN 13 : 1638350590
Total Pages : 674 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Web Design Playground by : Paul McFedries

Download or read book Web Design Playground written by Paul McFedries and published by Simon and Schuster. This book was released on 2019-04-26 with total page 674 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Web Design Playground takes you step by step from writing your first line of HTML to creating interesting and attractive web pages. In this project-based book, you'll use a custom online workspace, the book's companion Playground, to design websites, product pages, photo galleries, and more. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology How do top designers learn to create beautiful web pages and intuitive user experiences? Great examples, expert mentoring, and lots of practice! Written by web designer and master teacher Paul McFedries, this unique book shapes and sharpens your skills in HTML, CSS, and web page design. About the Book Web Design Playground takes you step by step from writing your first line of HTML to creating interesting, attractive web pages. In this project-based book, you'll use a custom online workspace to design websites, product pages, photo galleries, and more. Don't worry about setting up your own servers and domain names—the book comes with a free "playground" which lets you experiment without any of that! You can concentrate on core skills like adding images and video and laying out the page, plus learning typography, responsive design, and the other tools of the web trade. What's inside Getting started with HTML, CSS, and web design A free, fully interactive web design workspace Working with images, color, and fonts Full-color illustrations throughout About the Reader If you can use a browser, you're ready to create web pages! About the Author Paul McFedries has written nearly 100 books, which have sold over four million copies world-wide. Table of Contents PART 1 - GETTING STARTED WITH HTML AND CSS Getting to Know HTML and CSS Building Your First Web Page Adding Structure to Your Page Formatting Your Web Page Project: Creating a Personal Home Page PART 2 - WORKING WITH IMAGES AND STYLES Adding Images and Other Media Learning More About Styles Floating and Positioning Elements Styling Sizes, Borders, and Margins Project: Creating a Landing Page PART 3 - LAYING OUT A WEB PAGE Learning Page Layout Basics Creating Page Layouts with Flexbox Designing Responsive Web Pages Making Your Images and Typography Responsive Project: Creating a Photo Gallery PART 4 - MAKING YOUR WEB PAGES SHINE More HTML Elements for Web Designers Adding a Splash of Color to Your Web Designs Enhancing Page Text with Typography Learning Advanced CSS Selectors Project: Creating a Portfolio Page