Wydawca: Packt Publishing
Oliver Theobald
The course begins with an engaging introduction to the world of Artificial Intelligence, making it approachable for absolute beginners. We unravel the mysteries of AI's evolution, from its historical roots to the cutting-edge technologies shaping our future. By explaining complex concepts in simple terms, this course aims to illuminate the path for those curious about how AI impacts our world.The course focuses on the core components of AI, including machine learning, deep learning, and natural language processing, before advancing to more specialized topics like generative AI and computer vision. Each module is designed to build a comprehensive understanding, emphasizing why these technologies are crucial for solving real-world problems and how they're transforming industries.The course wraps up by exploring the ethical considerations and privacy concerns associated with AI, along with a visionary look at the future of work in an AI-driven world. It offers a treasure trove of further resources, ensuring learners have everything they need to continue their exploration of AI.
Oliver Theobald, Alan Turton
Embark on a journey through the fascinating world of artificial intelligence, designed for individuals with no technical background. This audiobook is tailored for marketers, entrepreneurs, students, and professionals who want to engage with AI from a practical and ethical standpoint, without diving into complex algorithms or coding. The audiobook begins with an exploration of AI fundamentals, providing a clear and approachable foundation of concepts, terminology, and real-world applications.As you progress, you'll encounter practical thought experiments designed to make AI's impact more tangible. Each chapter carefully guides you through essential topics such as machine learning, deep learning, and natural language processing, focusing on how these technologies are already affecting industries today. You’ll also explore the ethical implications of AI, understanding how privacy and fairness come into play when designing AI solutions.By the end of this course, you’ll be equipped with the knowledge to participate in crucial discussions and decision-making processes regarding AI in your organization or daily life. This audiobookis ideal for those who want to build a solid understanding of AI without the need for technical expertise, empowering you to think critically and responsibly about AI’s future.
Iain Anderson, Jeff Greenberg
AI for Creative Production is a practical, non-technical guide that helps digital creators, filmmakers, musicians, and writers embrace AI as a tool or collaborator—not a replacement.Beginning with a clear foundation in how modern AI works and its ethical implications, the book offers a hype-free perspective, showing where AI is genuinely useful and where it’s not. It breaks AI into three accessible categories. Starting with Utility AI, tools that help organize and enhance your work, identify the best shots, select image elements, transcribe and search videos, clean audio, and summarize text.You’ll then explore Generative AI, learning to create new text, images, video, and audio with creative control. GenAI doesn’t have to replace your work; you’ll discover tips for better prompting, tools for retouching, and fresh methods for brainstorming and ideation.Finally, you’ll uncover the potential of Automation AI to help edit videos, process photos, and build scripts that streamline your creative workflows.Packed with hands-on examples using accessible tools like Firefly, Runway, Sora, Photoshop, DaVinci Resolve, and ElevenLabs, this book equips you to integrate AI into your practice with clarity and confidence.By the end, you’ll know how to get the best from AI while preserving the unique value of human creativity in an AI-driven world.
AI Networking Cookbook. Practical recipes for AI-assisted network automation and development
Eric Chou, John Capobianco
Transform your approach to network automation with the power of AI LLM assistants guided by hands-on recipes for building custom automation solutions quickly using artificial intelligence.You’ll learn tools and techniques such as Vibe coding for conversational development, OpenAI API scripts, prompt engineering for better outputs, local LLM fine-tuning, combining models with LangChain, and Streamlit-based frontends development. The book progresses from simple Python scripts to advanced AI-assisted automation techniques, including multi-vendor API integration, showing you how AI can enhance network configuration, monitoring, security, and troubleshooting.Each recipe presents realistic mock data, complete code examples, and step-by-step guidance, creating a safe environment for experimentation while building a solid foundation for future production use. Whether you want to automate routine configuration, implement AI-driven troubleshooting, or build compliance monitoring systems, this cookbook helps you connect your networking expertise with the capabilities of modern AI.
Irene Bratsis
AI is rapidly transforming product management, presenting new challenges and business opportunities. As AI-driven solutions become more complex, product managers must bridge the gap between technological capabilities and business needs. This book provides a detailed roadmap for successfully building and maintaining AI-driven products, serving as an indispensable companion on your journey to becoming an effective AI product manager. In this second edition, you'll find fresh insights into generative AI, and responsible AI practices with the most relevant tools for building AI-powered products.Authored by a leading AI product expert with years of hands-on experience in developing and managing AI solutions, this guide translates complex AI concepts into actionable strategies. Whether you're an aspiring AI PM or an experienced professional, this book offers a structured approach to defining AI product vision, leveraging data effectively, and aligning AI with business objectives. With new case studies and refined frameworks, this edition provides deeper insights into ethical AI, cross-functional collaboration, and deployment challenges.By the end of this book, you’ll be equipped with the knowledge to drive AI product success with key techniques for identifying AI opportunities and managing risks in a rapidly evolving landscape.*Email sign-up and proof of purchase required
Anderson Soares Furtado Oliveira, Elijah Low, Marcelo...
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.
Christoffer Noring, Anjali Jain, Marina Fernandez, Ayşe...
AI-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.
AI-Native LLM Security. Threats, defenses, and best practices for building safe and trustworthy AI
Vaibhav Malik, Ken Huang, Ads Dawson
Adversarial AI attacks present a unique set of security challenges, exploiting the very foundation of how AI learns. This book explores these threats in depth, equipping cybersecurity professionals with the tools needed to secure generative AI and LLM applications. Rather than skimming the surface of emerging risks, it focuses on practical strategies, industry standards, and recent research to build a robust defense framework.Structured around actionable insights, the chapters introduce a secure-by-design methodology, integrating threat modeling and MLSecOps practices to fortify AI systems. You’ll discover how to leverage established taxonomies from OWASP, NIST, and MITRE to identify and mitigate vulnerabilities. Through real-world examples, the book highlights best practices for incorporating security controls into AI development life cycles, covering key areas such as CI/CD, MLOps, and open-access LLMs.Built on the expertise of its co-authors—pioneers in the OWASP Top 10 for LLM applications—this guide also addresses the ethical implications of AI security, contributing to the broader conversation on trustworthy AI. By the end of this book, you’ll be able to develop, deploy, and secure AI technologies with confidence and clarity.*Email sign-up and proof of purchase required
AI-Powered Commerce. Building the products and services of the future with Commerce.AI
Andy Pandharikar, Frederik Bussler
Commerce.AI is a suite of artificial intelligence (AI) tools, trained on over a trillion data points, to help businesses build next-gen products and services. If you want to be the best business on the block, using AI is a must.Developers and analysts working with AI will be able to put their knowledge to work with this practical guide. You'll begin by learning the core themes of new product and service innovation, including how to identify market opportunities, come up with ideas, and predict trends. With plenty of use cases as reference, you'll learn how to apply AI for innovation, both programmatically and with Commerce.AI. You'll also find out how to analyze product and service data with tools such as GPT-J, Python pandas, Prophet, and TextBlob. As you progress, you'll explore the evolution of commerce in AI, including how top businesses today are using AI. You'll learn how Commerce.AI merges machine learning, product expertise, and big data to help businesses make more accurate decisions. Finally, you'll use the Commerce.AI suite for product ideation and analyzing market trends.By the end of this artificial intelligence audiobook, you'll be able to strategize new product opportunities by using AI, and also have an understanding of how to use Commerce.AI for product ideation, trend analysis, and predictions.
AI-Powered Commerce. Building the products and services of the future with Commerce.AI
Andy Pandharikar, Frederik Bussler
Commerce.AI is a suite of artificial intelligence (AI) tools, trained on over a trillion data points, to help businesses build next-gen products and services. If you want to be the best business on the block, using AI is a must.Developers and analysts working with AI will be able to put their knowledge to work with this practical guide. You'll begin by learning the core themes of new product and service innovation, including how to identify market opportunities, come up with ideas, and predict trends. With plenty of use cases as reference, you'll learn how to apply AI for innovation, both programmatically and with Commerce.AI. You'll also find out how to analyze product and service data with tools such as GPT-J, Python pandas, Prophet, and TextBlob. As you progress, you'll explore the evolution of commerce in AI, including how top businesses today are using AI. You'll learn how Commerce.AI merges machine learning, product expertise, and big data to help businesses make more accurate decisions. Finally, you'll use the Commerce.AI suite for product ideation and analyzing market trends.By the end of this artificial intelligence book, you'll be able to strategize new product opportunities by using AI, and also have an understanding of how to use Commerce.AI for product ideation, trend analysis, and predictions.
AI-Ready PostgreSQL 18. Building Intelligent Data Systems with Transactions, Analytics, and Vectors
Vibhor Kumar, Marc Linster, Ed Boyajian
In today’s data-first world, businesses need applications that blend transactions, analytics, and AI to power real-time insights at scale. Mastering PostgreSQL 18 for AI-Powered Enterprise Apps is your essential guide to building intelligent, high-performance systems with the latest features of PostgreSQL 18.Through hands-on examples and expert guidance, you’ll learn to design architectures that unite OLTP and OLAP, embed AI directly into apps, and optimize for speed, scalability, and reliability. Discover how to apply cutting-edge PostgreSQL tools for real-time decisions, predictive analytics, and automation. Go beyond basics with advanced strategies trusted by industry leaders. Whether you’re building data-rich applications, internal analytics platforms, or AI-driven services, this book equips you with the patterns and insights to deliver enterprise-grade innovation.Ideal for developers, architects, and tech leads driving digital transformation, this book empowers you to lead the future of intelligent applications. Harness the power of PostgreSQL 18—and unlock the full potential of your data.
Bogdan Brinzarea, Cristian Darie, Filip Chereches-Tosa
Assuming a basic knowledge of PHP, XML, JavaScript and MySQL, this book will help you understand how the heart of AJAX beats and how the constituent technologies work together. After teaching the foundations, the book will walk you through numerous real-world case studies covering tasks you'll be likely to need for your own applications:Server-enabled form-validation pageOnline chat collaboration toolCustomized type-ahead text entry solutionReal-time charting using SVGDatabase-enabled, editable and customizable data gridRSS aggregator applicationA server-managed sortable list with drag&drop support using the script.aculo.us JavaScript toolkitThe appendices guide you through installing your working environment, using powerful tools that enable debugging, improving, and profiling your code, working with XSLT and XPath.From the Author, Cristian Darie AJAX and PHP: Building Responsive Web Applications is mainly a book for beginners, but when designing its contents we tried to find the ideal blend of topics that would help both novice and experienced web developers make a big step forward. One customer was very kind to let us know, through a review, that we succeeded:The theory behind all the technologies used is very clearly explained, without boring you with details about obvious things. Right from the first chapter you start learning by examples. The examples can be easily adapted to many web projects and they cover stuff that is both useful and fun.Here are a few examples of such useful and fun things that you can find in this book:details on using proxy scripts to work around the security measures in modern browsersclient-side and server-side code that doesn't break when fed with special characters (such as
Akka Cookbook. Recipes for concurrent, fast, and reactive applications
Vivek Mishra, Héctor Veiga Ortiz
Akka is an open source toolkit that simplifies the construction of distributed and concurrent applications on the JVM. This book will teach you how to develop reactive applications in Scala using the Akka framework.This book will show you how to build concurrent, scalable, and reactive applications in Akka. You will see how to create high performance applications, extend applications, build microservices with Lagom, and more.We will explore Akka's actor model and show you how to incorporate concurrency into your applications. The book puts a special emphasis on performance improvement and how to make an application available for users. We also make a special mention of message routing and construction.By the end of this book, you will be able to create a high-performing Scala application using the Akka framework.
Madhur Bhargava
Amazon Echo is a smart speaker developed by Amazon, which connects to Amazon’s Alexa Voice Service and is entirely controlled by voice commands. Amazon Echo is currently being used for a variety of purposes such as home automation, asking generic queries, and even ordering a cab or pizza.Alexa Skills Projects starts with a basic introduction to Amazon Alexa and Echo. You will then deep dive into Alexa Programmingconcepts such as Intents, Slots, Lambdas and maintaining your skill’s state using DynamoDB. You will get a clear understanding of how some of the most popular Alexa Skills work, and gain experience of working with real-world Amazon Echo applications. In the concluding chapters, you will explore the future of voice-enabled applications and their coverage with respect to the Internet of Things.By the end of the book, you will have learned to design Alexa Skills for specific purposes and interact with Amazon Echo to execute these skills.
Alfresco 3 Cookbook. Over 70 recipes for implementing the most important functionalities of Alfresco
Snig Bhaumik
Alfresco is the renowned and multiple award winning open source Enterprise content management system which allows you to build, design, and implement your very own ECM solutions.You have read a number of tutorials, blogs, and books on Alfresco. Now you're in the real world, trying to use Alfresco, but you’re running into problems with it. This is the book you want. Packed full of solutions that can be instantly applied, this cookbook with its practical based recipes and minimal explanation meets that demand.This Alfresco 3 cookbook boasts a comprehensive selection of recipes covering everything from the basics to the advanced. The book has recipes for quickly installing Alfresco in Windows and Linux and helping you use custom content model, rules, and search. There is also a collection of recipes focused on creating Scripts, Freemarker templates, Web Scripts, and new workflow definitions. Steps to integrate Alfresco with other systems like MS-Office are also included. You will be able to use Alfresco’s File and Email servers. Finally, step-by-step recipes are presented to create an Alfresco build environment and compile the source code. This Alfresco 3 Cookbook is perfect for developers looking to start working on Alfresco quickly, gain complete understanding, write custom implementations, and achieve expertise very easily.
Munwar Shariff, Vinita Choudhary, Amita Bhandari, Pallika...
Alfresco 3.0 has generated a lot of curiosity with its new content management features. Users have been waiting for a book that covers these concepts along with the security, dashboards, and configuration features of Alfresco 3.Alfresco 3 includes Alfresco Surf, a new N-Tier Architecture, which delivers scalability and accommodates more users on existing hardware resources. This new release also includes a draft implementation of the CMIS specification, and Microsoft Office SharePoint Protocol support. The new multi-tenancy features enable Alfresco ECM to be configured as a single-instance multi-tenant environment.This well-crafted and easy-to-use book is a complete guide to implementing enterprise content management in your business using Alfresco 3. It covers the enhanced document management, a new web-based collaborative application called Alfresco Share, and various integration options with external applications.Alfresco 3 offers true Enterprise Content Management (ECM) by providing an open source alternative to Microsoft SharePoint, Documentum, and Interwoven. It is the most popular Java-based CMS with over 1.5 million downloads, 50,000 live sites, 74,000 community members, and with more than 150 application extensions in forge. This book guides you through creating smart, collaborative content repositories and shows how to use Alfresco 3 to create more elegant document sharing, better collaborative working, and reliable automated workflow processes.The book also explains how administrators can set up Alfresco 3 for multiple business units as a single-instance multi-tenant environment. Business users can leverage Alfresco Share, a new built-in web-based collaborative content management application bundled with Alfresco repository. It simplifies capturing, sharing, and retrieval of information across virtual teams.This book shows you how to unleash the power of Alfresco 3 to create collaborative working systems in your enterprise