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A Comprehensive Guide to Leverage Generative AI in the Modern Enterprise KEY FEATURES ● Gain a comprehensive understanding of LLMs within the framework of Generative AI, from foundational concepts to advanced applications. ● Dive into practical exercises and real-world applications, accompanied by detailed code walkthroughs in Python. ● Explore LLMOps with a dedicated focus on ensuring trustworthy AI and best practices for deploying, managing, and maintaining LLMs in enterprise settings. ● Prioritize the ethical and responsible use of LLMs, with an emphasis on building models that adhere to principles of fairness, transparency, and accountability, fostering trust in AI technologies. DESCRIPTION “Mastering Large Language Models with Python” is an indispensable resource that offers a comprehensive exploration of Large Language Models (LLMs), providing the essential knowledge to leverage these transformative AI models effectively. From unraveling the intricacies of LLM architecture to practical applications like code generation and AI-driven recommendation systems, readers will gain valuable insights into implementing LLMs in diverse projects. Covering both open-source and proprietary LLMs, the book delves into foundational concepts and advanced techniques, empowering professionals to harness the full potential of these models. Detailed discussions on quantization techniques for efficient deployment, operational strategies with LLMOps, and ethical considerations ensure a well-rounded understanding of LLM implementation. Through real-world case studies, code snippets, and practical examples, readers will navigate the complexities of LLMs with confidence, paving the way for innovative solutions and organizational growth. Whether you seek to deepen your understanding, drive impactful applications, or lead AI-driven initiatives, this book equips you with the tools and insights needed to excel in the dynamic landscape of artificial intelligence. WHAT WILL YOU LEARN ● In-depth study of LLM architecture and its versatile applications across industries. ● Harness open-source and proprietary LLMs to craft innovative solutions. ● Implement LLM APIs for a wide range of tasks spanning natural language processing, audio analysis, and visual recognition. ● Optimize LLM deployment through techniques such as quantization and operational strategies like LLMOps, ensuring efficient and scalable model usage. ● Master prompt engineering techniques to fine-tune LLM outputs, enhancing quality and relevance for diverse use cases. ● Navigate the complex landscape of ethical AI development, prioritizing responsible practices to drive impactful technology adoption and advancement. WHO IS THIS BOOK FOR? This book is tailored for software engineers, data scientists, AI researchers, and technology leaders with a foundational understanding of machine learning concepts and programming. It's ideal for those looking to deepen their knowledge of Large Language Models and their practical applications in the field of AI. If you aim to explore LLMs extensively for implementing inventive solutions or spearheading AI-driven projects, this book is tailored to your needs. TABLE OF CONTENTS 1. The Basics of Large Language Models and Their Applications 2. Demystifying Open-Source Large Language Models 3. Closed-Source Large Language Models 4. LLM APIs for Various Large Language Model Tasks 5. Integrating Cohere API in Google Sheets 6. Dynamic Movie Recommendation Engine Using LLMs 7. Document-and Web-based QA Bots with Large Language Models 8. LLM Quantization Techniques and Implementation 9. Fine-tuning and Evaluation of LLMs 10. Recipes for Fine-Tuning and Evaluating LLMs 11. LLMOps - Operationalizing LLMs at Scale 12. Implementing LLMOps in Practice Using MLflow on Databricks 13. Mastering the Art of Prompt Engineering 14. Prompt Engineering Essentials and Design Patterns 15. Ethical Considerations and Regulatory Frameworks for LLMs 16. Towards Trustworthy Generative AI (A Novel Framework Inspired by Symbolic Reasoning) Index

Build robust and highly scalable web applications with Google App Engine About This Book Get an in-depth look at how Google App Engine works under the hood Design and model your application around Google's highly scalable distributed NoSQL datastore to unlock its full potential A comprehensive guide to ensure your mastery of Google App Engine Who This Book Is For If you have been developing web applications in Python or any other dynamic language but have always wondered how to write highly scalable web applications without getting into system administration and other plumbing, then this is the book for you. No experience in writing scalable applications is required. What You Will Learn Scale and develop your applications with Google App Engine's runtime environment Get to grips with request handling mechanism and write request handlers Deep dive into Google's distributed NoSQL and highly scalable datastore and design your application around it Implement powerful search with scalable datastore Perform long-running tasks in the background using task queues Write compartmentalized apps using multi tenancy, memcache, and other Google App Engine runtime services Handle web requests using the CGI, WSGI, and multi-threaded configurations Deploy, tweak, and manage apps in production on Google App Engine In Detail Developing web applications that serve millions of users is no easy task, as it involves a number of configurations and administrative tasks for the underlying software and hardware stack. This whole configuration requires not only expertise, but also a fair amount of time as well. Time that could have been spent on actual application functionality. Google App Engine allows you develop highly scalable web applications or backends for mobile applications without worrying about the system administration plumbing or hardware provisioning issues. Just focus writing on your business logic, the meat of the application, and let Google's powerful infrastructure scale it to thousands of requests per second and millions of users without any effort on your part. This book takes you from explaining how scalable applications work to designing and developing robust scalable web applications of your own, utilizing services available on Google App Engine. Starting with a walkthrough of scalability is and how scalable web applications work, this book introduces you to the environment under which your applications exist on Google App Engine. Next, you will learn about Google's datastore, which is a massively scalable distributed NoSQL solution built on top of BigTable. You will examine the BigTable concepts and operations in detail and reveal how it is used to build Google datastore. Armed with this knowledge, you will then advance towards how to best model your data and query that along with transactions. To augment the powerful distributed dataset, you will deep dive into search functionality offered on Google App Engine. With the search and storage sorted out, you will get a look into performing long running tasks in the background using Google App Engine task queues along with sending and receiving emails. You will also examine the memcache to boost web application performance, image processing for common image manipulation tasks. You will then explore uploading, storing, and serving large files using Blobstore and Cloud storage. Finally, you will be presented with the deployment and monitoring of your applications in production along with a detailed look at dividing applications into different working modules. Style and approach This book is an in-depth guide where you will examine the problems in the context of highly scalable web applications. This book will take you through the libraries, services, and required configuration and finally puts everything together into a small web application that showcases all the capabilities of Google App Engine.

**Mastering Chrome Browser** is your comprehensive guide to unleashing the full potential of Google’s powerful web browser. Whether you’re a casual user, a productivity enthusiast, or a developer, this book provides step-by-step guidance on optimizing your Chrome experience across platforms, from Windows and macOS to Android and iOS. Starting with the basics of downloading, installing, and navigating Chrome’s intuitive interface, you’ll quickly learn how to personalize the browser for your needs. Discover how to manage tabs efficiently, sync your browsing across devices, and customize Chrome’s appearance and startup behavior. For power users, advanced browsing techniques and keyboard shortcuts will enhance your efficiency. Dive deep into Chrome’s extensive extension ecosystem to boost productivity, with recommendations for essential tools like ad blockers, password managers, and collaboration software. Stay secure online with tips for managing cookies, browsing anonymously, and leveraging Chrome’s built-in security features. Whether you’re troubleshooting common issues or exploring Chrome’s developer tools for web development and automation, this book has you covered. With sections on Chrome’s mobile capabilities, integration with Google Workspace, and the latest updates, **Mastering Chrome Browser** ensures you’re equipped to harness the best of modern web browsing.

Transform Your Efficiency and Life with Proven Strategies Are you tired of never-ending to-do lists and feeling overwhelmed by the clock? Discover the secret to becoming a master of your own time with Mastering Productivity: Your Ultimate Guide to Achieving More in Less Time. Dive into a world where productivity isn't just a buzzword but a way of life. This comprehensive guide kicks off with an eye-opening introduction that redefines what productivity truly means, debunking common myths and revealing the psychology behind peak performance. Uncover how setting crystal-clear goals, both long-term and short-term, can supercharge your life, propelling you towards success with SMART goals that align with your core values. But achieving more isn't just about goals. Imagine mastering time management techniques like the Eisenhower Matrix, the Pomodoro Technique, and Time Blocking. Picture yourself building positive habits and breaking bad ones effortlessly with insights backed by science. Boost your focus and concentration through practical methods like mindfulness, meditation, and achieving that elusive flow state. When it comes to staying motivated and disciplined, learn powerful techniques to understand and enhance your willpower. Visualize a life where technology serves you, not enslaves you, through smart use of productivity apps, automation tools, and digital decluttering. Experience the ease of effective communication, productive meetings, and assertive interactions that save you time and energy. Mastering Productivity isn't just about your career. It embraces a holistic view, teaching you to achieve a harmonious work-life balance, prioritize self-care, and set boundaries that ensure you have time for leisure. With real-life case studies from diverse backgrounds–a busy professional and a high school student–you'll see these principles in action. Finally, learn long-term strategies for sustained productivity, including establishing routines, adapting to change, and planning for the future. Implement the Kaizen approach for continuous improvement and regular self-assessments to keep you on track. Empower yourself with the tools and knowledge to transform your efficiency and redefine your potential. Get ready to achieve more in less time, starting right now.

The essential resource designed to help you excel in the therapeutic decision-making (tdm) examination. This book offers 40 carefully curated practice cases designed to be similar to scenarios encountered in the actual tdm exam. Each case is thoughtfully crafted to assess critical-thinking and decision-making skills across the dimensions of care. Use this book to sharpen your knowledge, enhance your clinical reasoning abilities, and gain confidence in your therapeutic decision-making. Here is a preview of what you'll learn... • What is keeping us from making good decisions? • Where must our decisions come from? • Points to consider when making a decision • Analyze the situation • Tell someone • Determine risk vs. Reward ratio • Make the decision Effective decision making. In the decision principles: conquering decision-making obstacles in life and business, you can discover the principles and skills to make optimal decisions. Making decisions can be one of the most challenging aspects of life and business, but it doesn't have to be. With the right principles and framework to apply them, anyone can become an effective decision-maker. In this book, rich bello distills the complex subject matter of decision-making into an easy-to-understand, practical process that can apply to any decision.

Understand all aspects of building a successful online store which is search-engine-optimized, using theme management and one-page checkout features Key Features Extend your WordPress knowledge to build fully functional e-commerce websites using WooCommerce and its plugins Implement payment gateway, shipping, and inventory management solutions Improve the speed and performance of your websites by optimizing images and caching static information Book DescriptionWooCommerce is one of the most flexible platforms for building online stores. With its flexibility, you can offer virtually any feature to a client using the WordPress system. WooCommerce is also self-hosted, so the ownership of data lies with you and your client. This book starts with the essentials of building a WooCommerce store. You’ll learn how to set up WooCommerce and implement payment, shipping, and tax options, as well as configure your product. The book also demonstrates ways to customize and manage your products by using SEO for enhanced visibility. As you advance, you’ll understand how to manage sales by using POS systems, outsource fulfillment, and external reporting services. Once you’ve set up and organized your online store, you’ll focus on improving the user experience of your e-commerce website. In addition to this, the book takes you through caching techniques to not only improve the speed and performance of your website but also its look and UI by adding themes. Finally, you’ll build the landing page for your website to promote your product, and design WooCommerce plugins to customize the functionalities of your e-commerce website. By the end of this WooCommerce book, you’ll have learned how to run a complete WooCommerce store, and be able to customize each section of the store on the frontend as well as backend.What you will learn Grasp the fundamentals of e-commerce website design and management with WordPress Use Gutenberg product blocks to display products across various categories on your website Get to grips with WordPress plugin development to customize your website's functionality Discover various ways to effectively handle product payment, taxes, and shipping Use analytics and product data syncing in WordPress to keep an eye on the user experience and monitor the performance of your online store Promote your new product online using SEO management and landing pages Who this book is for This WooCommerce development book is for web developers, WordPress developers, e-commerce consultants, or anyone familiar with using WordPress and interested in building an e-commerce platform from scratch. Working knowledge of WordPress development and general web development concepts is required.