Название: Generative AI for Beginners: A Practical Guide to Understanding and Creating with AI Models
Автор: Ravi Prasad
Издательство: Independently published
Год: November 16, 2024
Страниц: 341
Язык: английский
Формат: epub
Размер: 34.9 MB

Embark on an exciting journey into the world of Generative Artificial Intelligence with this practical and beginner-friendly guide. Whether you're curious about how AI models like ChatGPT and DALL-E work, or eager to create your own AI-powered projects, this book provides the perfect starting point. Explore the fundamental concepts of Generative AI, demystifying topics like Machine Learning, neural networks, and natural language processing (NLP) with clear explanations and real-world examples. Discover how these technologies power applications in text, image, and music generation, and learn step-by-step how to build and experiment with your own AI creations. Packed with hands-on tutorials, helpful resources, and expert tips, Generative AI for Beginners empowers you to harness the potential of cutting-edge AI models—no prior experience required. Perfect for students, hobbyists, and professionals alike, this guide will help you turn your AI curiosity into innovative creations. Autoencoders are a type of artificial neural network (ANN) used to learn efficient coding of unlabeled data. They have become an essential tool in the field of Machine Learning and Deep Learning. This chapter provides a step-by-step guide to implement autoencoders in the Python programming language.

Название: API Management with Bruno: Postman's Super-Alternative to Build, Test and Deploy APIs in Multi-Cloud Environment
Автор: Lyria Tharax
Издательство: GitforGits
Год: 2025
Страниц: 322
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

​​​​​​​If you're an API practitioner, this book will show you how to use Bruno to its maximum capacity for managing your API lifecycle. Bruno is a new alternative to Postman and Insomnia; this practical book will teach you how to use it for API design, development, testing, deployment, and monitoring. The book is less concerned with helping you become an API Management expert than it is with showing you how to make the most of Bruno's features so that you can efficiently complete tasks in the real world. The chapters cover topics such as creating a safe and scalable development environment, using the Bruno command line interface (CLI), and creating API blueprints with Bru Lang that are easy to understand and maintain. You'll learn how to embed business logic, manage data transformations, and implement robust error handling to build dynamic endpoints that respond to real-time events. In an effort to protect sensitive information, practical implementations of OAuth 2.0 authorization, JWT authentication, and effective secret management are implemented. Your API's reliability and scalability under different conditions can be further assured with automated testing and live debugging sessions.

Название: Визуализация данных для профессионалов. Дизайн понятных диаграмм и дашбордов
Автор: Дезире Эбботт
Издательство: Питер
Год: 2025
Страниц: 288
Язык: русский
Формат: pdf
Размер: 22.4 MB

Даже самые обычные диаграммы, дашборды и инфографики могут поведать увлекательные и вдохновляющие истории о данных! В этой книге рассказывается, как усовершенствовать визуализации, которые вы создаете каждый день, улучшив макет и типографику, подобрав правильные сочетания цветов и обеспечив доступность для людей с ограниченными возможностями. Вы откроете для себя нестареющие принципы дизайна, которые помогут вам выделить важные признаки, компенсировать недостаток информации и организовать интерактивное взаимодействие с потоками постоянно обновляемых данных. Книга «Визуализация данных для профессионалов» познакомит вас с основами графического дизайна применительно к наиболее распространенным типам визуализации данных. Если вы занимаетесь статистикой или изучением данных, то, вероятно, уже знаете R. Если нет, то я готова поспорить, что вы предпочтете Python. Что касается фронтенд-библиотек, которые можно использовать в каждом из этих языков программирования, то любители R обожают свои ggplot/ggplot2 и Shiny, а у пользователей Python есть множество других вариантов, включая Seaborn, Plotly и Matplotlib.

Название: Mastering Secure Coding Writing Software That Stands Up to Attacks
Автор: Larry Jones
Издательство: Walzone Press
Год: 2025
Страниц: 447
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

"Mastering Secure Coding: Writing Software That Stands Up to Attacks" is an essential resource for software developers committed to safeguarding their applications against an evolving landscape of cyber threats. As the backbone of digital infrastructures, secure software is imperative, and this book equips seasoned developers with the skills necessary to enhance their security acumen. In a matter-of-fact style, it navigates through the depths of secure coding practices, making it an invaluable addition to the libraries of professionals poised to tackle modern security challenges. Throughout its comprehensive chapters, the book delves into advanced topics, from the fundamentals of secure coding and effective threat modeling to the intricacies of cryptography and identity management. By exploring the nuances of defensive programming and secure software architecture, readers gain insights into craft systems inherently resistant to attacks. Emphasizing the integration of security within the development lifecycle, the text fosters a security-first mindset crucial for maintaining system integrity and user trust.

Название: Calculus: With Full Python Code
Автор: Jamie Flux
Издательство: Independently published
Год: 2025
Страниц: 392
Язык: английский
Формат: pdf
Размер: 10.1 MB

Discover the Ultimate Learning Experience in Calculus! Transform your approach to Calculus with a textbook that goes beyond traditional boundaries. Merging rigorous mathematical theory with practical, full-feature Python code, this resource empowers you to master everything from limits and derivatives to multiple integrals and multivariable optimization. Every chapter is designed to build your understanding step-by-step, giving you the confidence to tackle complex problems while witnessing real-time code implementations that bring abstract concepts to life. Whether you’re a student eager to conquer Calculus, an educator looking for a fresh approach to teaching, or a lifelong learner ready to embrace new challenges, this textbook is your gateway to success. Unleash the power of Calculus and Python—your journey to mastery begins here!

Название: C++ Exception Handling Made Easy: A Practical Guide with Examples
Автор: William E. Clark
Издательство: Nobtrex L.L.C.
Год: 2025
Страниц: 186
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

"C++ Exception Handling Made Easy: A Practical Guide with Examples" is an authoritative resource for developers and programmers aiming to master the intricacies of exception handling in C++. This book provides a thorough examination of error management techniques, facilitating the creation of robust and reliable applications. By exploring traditional methods and introducing modern strategies, it equips readers with the knowledge required for effective handling of unforeseen conditions in software systems. The structured content spans from foundational concepts to advanced topics, ensuring a comprehensive learning experience. Beginning with the significance of exception handling, the book details the construction and mechanics of try-catch blocks, usage of the throw keyword, and variations in catch clauses. It extends further into resource management, employing principles such as Resource Acquisition Is Initialization (RAII), and illustrates best practices with both standard and custom exception classes from the C++ Standard Library.

Название: C++ Debugging from Scratch: A Practical Guide with Examples
Автор: William E. Clark
Издательство: Nobtrex L.L.C.
Год: 2025
Страниц: 185
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

"C++ Debugging from Scratch: A Practical Guide with Examples" provides a comprehensive introduction to identifying, understanding, and resolving the multitude of errors and issues that can arise in C++ programming. Artfully designed for both fledglings and seasoned programmers, this book serves as an invaluable resource for mastering the art of debugging. Readers are given a methodical overview of C++ programming fundamentals and are guided through each step of the debugging process, ensuring they develop a profound understanding of how to maintain efficient and error-free code. The book's structured approach illuminates essential debugging tools and techniques, offering insights into Integrated Development Environments (IDEs), command-line debuggers, memory analysis tools, and beyond. Users are equipped with actionable knowledge to effectively diagnose and rectify errors in their programs. Furthermore, the exploration into memory management and pointer operations provides readers with nuanced strategies to manage dynamic memory and avoid common pitfalls. By addressing control structures, logical errors, and object-oriented concepts, the book arms programmers with the cognitive tools they need to preemptively manage and resolve software issues.

Название: Python Coding Tricks And Tips - 21th Edition 2025
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2025
Язык: английский
Формат: pdf
Размер: 45.6 MB

Python Coding Tricks and Tips is the perfect digital publication for the user that wants to take their skill set to the next level. Do you want to enhance your user experience? Or wish to gain insider knowledge? Do you want to learn directly from experts in their field? Learn the numerous short cuts that the professionals use? Over the pages of the new advanced user guide you will learn everything you will need to know to become a more confident, better skilled and experienced owner. A user that will make the absolute most of their coding and ultimately Python coding itself. An achievement you can earn by simply enabling us to exclusively help and teach you the abilities we have gained over our decades of experience.

Название: Empowering AI Applications in Smart Life and Environment
Автор: Nour Eldeen Mahmoud Khalifa, Mohamed Hamed N. Taha
Издательство: Springer
Год: 2025
Страниц: 250
Язык: английский
Формат: pdf (true), epub
Размер: 41.7 MB

"Empowering AI Applications in Smart Life and Environment" provides a comprehensive exploration of how Artificial Intelligence (AI) can transform smart environments and contribute to sustainable living. It investigates the integrating of AI with visual, audio, and haptic devices that can revolutionize energy optimization, intelligent transportation, healthcare management, smart farming, and smart homes. The book aims to highlight the latest research and developments in AI applications that drive the enhancement of smart environments and sustainable life. The chapters are divided into two broad parts, the first part of this book discusses "Artificial Intelligence in Smart Systems, Environments and Security" inclusive of, but not limited to AI-based energy efficiency, object detection, defect detection in smart infrastructure, AI-driven IoT platforms, and strategies of Machine Learning for cybersecurity. The second part entitled "Artificial Intelligence in Smart Healthcare and Sustainability" shows how AI helps in the multi-class diagnosis of skin diseases, elderly care, and enhancement of post-consumer plastics recycling. This book is an intense exercise in learning about the various ways AI can make environments smarter, sustainable, and secure.

Название: Illuminating dаta: A hands on guide to data visualization in R
Автор: Eman Ahmad
Издательство: PublishDrive
Год: October 30, 2024
Страниц: 120
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

This is a research based book, focusing on: "Enhancing Data Interpretation through Visual Storytelling: An Applied Approach Using R and ggplot2". Eman Ahmad's book "Illuminating dаta: A Hands-On Guide to Data Visualization in R" provides an exhaustive guide in using the R programming language to do data visualization. Key topics covered include types of data and variables, basic plots and advanced plots, basic and advanced descriptive statistics, and specific techniques for various types of data visualization. Each chapter explores tools like ggplot2, density plots, histograms, box plots, and Q-Q plots while introducing some foundational statistical concepts including distributions, quantiles, and percentiles. The aim is to focus on real-world application through R code examples, so that one is able to develop practical skills in visual data storytelling and includes a case study of the Gapminder dataset in real-world application.