Название: LLM Prompt Engineering For Developers: The Art and Science of Unlocking LLMs' True Potential (2024)
Автор: Aymen El Amri
Издательство: Leanpub
Год: 2024-04-22
Страниц: 312
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 15.8 MB

A practical approach to Prompt Engineering for developers. Dive into the world of Prompt Engineering agility, optimizing your prompts for dynamic LLM interactions. Learn with hands-on examples from the real world and elevate your developer experience with LLMs. Discover how the right prompts can revolutionize your interactions with LLMs. In "LLM Prompt Engineering For Developers," we take a comprehensive journey into the world of LLMs and the art of crafting effective prompts for them. The guide starts by laying the foundation, exploring the evolution of Natural Language Processing (NLP) from its early days to the sophisticated LLMs we interact with today. You will dive deep into the complexities of models such as GPT models, understanding their architecture, capabilities, and nuances. As we progress, this guide emphasizes the importance of effective prompt engineering and its best practices. While LLMs like ChatGPT (gpt-3.5) are powerful, their full potential is only realized when they are communicated with effectively. This is where prompt engineering comes into play. It's not simply about asking the model a question; it's about phrasing, context, and understanding the model's logic.

Название: Android Studio Ladybug Essentials - Java Edition: Developing Android Apps Using Android Studio Ladybug and Java
Автор: Neil Smyth
Издательство: Payload Media
Год: 2024
Страниц: 1289
Язык: английский
Формат: epub
Размер: 17.5 MB

This book, fully updated for Android Studio Ladybug and the new UI, teaches you how to develop Android-based applications using the Java programming language. Beginning with the basics, the book outlines how to set up an Android development and testing environment, followed by an overview of areas such as tool windows, the code editor, and the Layout Editor tool. An introduction to the architecture of Android is followed by an in-depth look at the design of Android applications and user interfaces using the Android Studio environment. Chapters also cover the Android Architecture Components, including view models, lifecycle management, Room database access, content providers, the Database Inspector, app navigation, live data, and data binding. More advanced topics such as intents are also covered, as are touchscreen handling, gesture recognition, and the recording and playback of audio. This book edition also covers printing, transitions, and foldable device support. Assuming you already have some Java programming experience, are ready to download Android Studio and the Android SDK, have access to a Windows, Mac, or Linux system, and have ideas for some apps to develop, you are ready to get started.

Название: jаvascript QuickStart Guide: The Simplified Beginner's Guide to Building Interactive Websites and Creating Dynamic Functionality Using Hands-On Projects
Автор: Robert Oliver
Издательство: ClydeBank Media
Год: 2024
Страниц: 452
Язык: английский
Формат: epub
Размер: 38.9 MB

The ultimate beginner's guide to learning jаvascript! Master the most popular programming language in the world. Learn how to bring websites to life with the power of jаvascript, add dynamic interactivity and rich animations to otherwise dull webpages, all with the versatile programming language that builds apps, websites, and more! Without the power of jаvascript, there is no modern internet. jаvascript powers everything from the website interactivity we take for granted every day to full-scale web applications run by multi-billion dollar corporations. It’s no surprise then, that jаvascript is the most popular programming language in the world and massively in demand across the tech sector. Written by a senior developer and programming expert with two decades of jаvascript and programming experience. In jаvascript QuickStart Guide senior developer Robert Oliver presents the fastest and easiest way to master jаvascript fundamentals. Written specifically for beginners and drawing on over two decades of experience coding and programming, this book’s practical, project-based approach can be used by anyone to learn to program with jаvascript.

Название: Generative AI for Web Development: Building Web Applications Powered by OpenAI APIs and Next.js
Автор: Tom Auger, Emma Saroyan
Издательство: Apress
Год: 2024
Страниц: 247
Язык: английский
Формат: pdf
Размер: 10.6 MB

Explore the world of Generative AI and understand why it matters. This book is divided into two parts, introducing tools such as ChatGPT, DALL-E, and will show you how to use them to build AI-powered web apps. The first part of the book describes Generative AI and covers the essential models and APIs from OpenAI. Legal, ethical, and security considerations are discussed to help you decide whether it is an appropriate tool for your projects. You'll then review ChatGPT and see how to use it effectively for generating code. This is followed by a review of best practices, and tips and techniques for getting around the limitations of ChatGPT and other OpenAI APIs. The second part of the book provides practical guide to building a series of web apps with Next.js that showcase how to use the OpenAI APIs. For example, you'll learn how to build a Story/Poetry generator, a language learning app, and a blog site with a custom Chatbot widget. When done with this book, you'll have a clear understanding of Generative AI and be well on your way to building web applications powered by OpenAI APIs and Next.js. For experienced web developers and software engineers who know their way around HTML, CSS, and jаvascript, but have limited or no experience using Generative AI to build web applications.

Название: Crafting Clean Code with jаvascript and React: A Practical Guide to Sustainable Front-End Development
Автор: Héla Ben Khalfallah
Издательство: Apress
Год: 2024
Страниц: 443
Язык: английский
Формат: pdf
Размер: 12.6 MB

Understand the guiding principles of "clean code" and how it applies to modern front-end development, accessibility (a11y), semantics, performance, and the Green Web. Highlighting key topics ranging from the foundations of jаvascript and HTML to popular frameworks like React, this book provides best practices to ensure code and applications are easier, more efficient and cost effective to run. Using a web-based application as an example, you'll begin by cleaning and improving its code base by dividing the jаvascript into smaller, reusable and composable functions without side effects. Then, you'll improve the HTML code base by applying "Disability Driven Design" patterns, focusing on semantics before moving on to improving the architecture with a functional style (immutable, modular and composable). Because the web today needs to be green with reduced loading time and energy consumption, you'll apply some tips and tricks to improve code performance and see how to best monitor it in a continuous and scalable way. For programmers, developers, engineers and product managers who are looking at cost-efficient ways to make their applications run more smoothly and efficiently.

Название: Artificial Intelligence and Machine Learning Foundations: Learning from experience, 2nd Edition
Автор: Steve Lawless, Andrew Lowe
Издательство: BCS, The Chartered Institute for IT
Год: 2024
Страниц: 312
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.7 MB

Unlock the potential of Artificial Intelligence (AI) in your organization with this updated, must-read guide, and discover how to leverage AI to drive innovation, improve efficiency, and gain a competitive edge. This comprehensive guide dives into the latest AI ethics legislation, explore advanced robotics and Machine Learning, and discover how AI enhances human capabilities. Gain powerful insights into today’s AI applications and learn how emerging trends could reshape industries while addressing critical ethical challenges. Its aim is to document what Artificial Intelligence and Machine Learning are and what they are not, separate fact from fiction and educate those with an interest in AI and Machine Learning. We have included a number of topics that introduce the basics of Machine Learning, and ethics. We believe that this book is relatively unique in that it brings together information and concepts in one book that are, until now, spread across numerous other volumes. The book also aims to simplify (where possible) complex and confusing concepts, making the topic highly accessible to those without a high-level degree in the subjects covered.

Название: Prompt Engineering: Empowering Communication
Автор: Ajantha Devi Vairamani, Anand Nayyar
Издательство: CRC Press
Год: 2025
Страниц: 176
Язык: английский
Формат: pdf (true), epub
Размер: 13.3 MB

Prompt engineering engages as a transformative approach to enhancing interaction, creativity, and innovation. From business and healthcare to education, law, and beyond, prompt engineering is a versatile toolkit for navigating complex challenges and driving meaningful change. This book delves into the intricacies of prompt engineering, providing insights, techniques, and practical examples for leveraging prompts effectively. It explores the evolution of prompt engineering, from its early antecedents to its contemporary applications with advanced language models like ChatGPT. Readers will discover how prompts can enhance communication, foster creativity, facilitate problem-solving, and empower professionals across diverse domains. This book is your gateway to unlocking the full potential of prompt engineering. Prompts for Developers and Tech Professionals” is a comprehensive collection of prompts designed specifically for individuals working in technology and software development.

Название: AutonoML: Towards an Integrated Framework for Autonomous Machine Learning
Автор: David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
Издательство: Now Foundations and Trends
Год выхода: 2024
Страниц: 186
Формат: PDF
Размер: 10,4 MB
Язык: английский

Over the last decade, the long-running endeavour to automate high-level processes in machine learning (ML) has risen to mainstream prominence. Beyond this, an even loftier goal is the pursuit of autonomy, which describes the capability of the system to independently adjust an ML solution over a lifetime of changing contexts. This monograph provides an expansive perspective on what constitutes an automated/autonomous ML system. In doing so, the authors survey developments in hyperparameter optimisation, multicomponent models, neural architecture search, automated feature engineering, meta-learning, multi-level ensembling, dynamic adaptation, multi-objective evaluation, resource constraints, flexible user involvement, and the principles of generalisation. Furthermore, they develop a conceptual framework throughout to illustrate one possible way of fusing high-level mechanisms into an autonomous ML system. This monograph lays the groundwork for students and researchers to understand the factors limiting architectural integration, without which the field of automated ML risks stifling both its technical advantages and general uptake.

Название: Optimization and Computing using Intelligent Data-Driven Approaches for Decision-Making: Artificial Intelligence Applications
Автор: Irfan Ali, Umar Muhammad Modibbo, Asaju La’aro Bolaji, Harish Garg
Издательство: CRC Press
Год: 2025
Страниц: 228
Язык: английский
Формат: pdf (true), epub
Размер: 13.0 MB

This book comprehensively discusses nature-inspired algorithms, Deep Learning methods, applications of mathematical programming and Artificial Intelligence techniques. It will further cover important topic such as linking green supply chain management practices with competitiveness, industry 4.0, and social responsibility. In today’s hyper‑connected digital landscape, the demand for seamless and efficient computing resources has skyrocketed, driven by the proliferation of Internet of Things (IoT) devices, edge computing, and data‑intensive applications. The convergence of fog and cloud computing has emerged as a promising solution to meet these escalating computational requirements. Fog computing, characterized by its proximity to edge devices, brings computation and data storage closer to the point of data generation, reducing latency and improving real‑time processing. Machine Learning techniques, particularly Deep Learning and Reinforcement Learning, have demonstrated remarkable capabilities in handling complex and dynamic scenarios. When combined with multi‑objective optimization approaches, they can significantly enhance load balancing in integrated fog‑cloud environments. This integration enables decision‑making processes that consider various objectives simultaneously, such as minimizing latency, maximizing energy efficiency, and ensuring resource availability.

Название: Optimization and Computing using Intelligent Data-Driven Approaches for Decision-Making: Optimization Applications
Автор: Irfan Ali, Umar Muhammad Modibbo, Asaju La’aro Bolaji, Harish Garg
Издательство: CRC Press
Год: 2025
Страниц: 335
Язык: английский
Формат: pdf (true), epub
Размер: 19.0 MB

This book comprehensively discusses nature‑inspired algorithms, deep learning methods, applications of mathematical programming, and Artificial Intelligence techniques. It further covers important topics such as the use of Machine Learning and the Internet of Things and multi‑objective optimization under Fermatean hesitant fuzzy and uncertain environment. Data Science has risen as a comprehensive field that utilizes statistical methods, data analysis, and related techniques to comprehend and scrutinize phenomena through data. Sophisticated analytics techniques, inclusive of Machine Learning models, are utilized to derive actionable intelligence or profound understanding from data. This procedure of converting raw data into significant insights is recognized as data‑driven decision‑making (DDDM). The text is primarily written for graduate students and academic researchers in diverse fields, including operations research, mathematics, statistics, Computer Science, information and communication technology, and industrial engineering.