Название: Application of Generative AI in Healthcare Systems
Автор: Azadeh Zamanifar, Miad Faezipour
Издательство: Springer
Год: 2025
Страниц: 219
Язык: английский
Формат: pdf (true), epub
Размер: 22.7 MB

Generative AI has immensely influenced various fields, such as education, marketing, art and music, and especially healthcare. Generative AI can benefit the patient through various approaches. For instance, it can enhance the image qualities negatively affected by radiation reduction, preventing patients from needing to repeat the image-taking process. Also, the generation of one type of image from another more expensive one can help patients save funds. Generative AI facilitates the administrative process, letting the doctor focus more on the treatment process. It even goes further by helping medical professionals with diagnosis and decision-making, suggesting possible treatment plans according to the patient symptoms. This book introduces several practical GenAI healthcare applications, especially in medical imaging, pandemic prediction, synthetic data generation, clinical administration support, professional education, patient engagement, and clinical decision support, providing a review of efficient GenAI tools and frameworks in this area. Python tools have become increasingly important for implementing generative models. Here, we focus on key Python-based libraries and frameworks designed to utilize generative models specifically for medical imaging.

Название: Developing Web Components with Svelte: Building a Library of Reusable Ui Components, 2nd Edition
Автор: Alex Libby
Издательство: Apress
Год: 2025
Страниц: 412
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Leverage the power of Svelte to quickly produce the foundations of a framework-agnostic component library that can extend and develop over time. This is a project-oriented book that simplifies setting up the skeleton of the library and adding components, using little more than a text editor or free software. You'll gain a starting baseline that can be used to develop future projects or incorporated into an existing workflow. You'll take development to the next level and can use this knowledge to create components with any framework, such as React, Angular or Vue.js, not just Svelte. Developing Web Components with Svelte is an excellent resource for getting acquainted with creating and maintaining a component library using a phased approach. It takes the view that you don't have to create something complex and unwieldy. Instead, you can start building something quickly, then extend it as needs dictate over time, without sacrificing speed or features. The components you create from this book can be made available for use in other frameworks such as React, Vue or Angular, making them genuinely reusable. In short, Svelte offers plenty of opportunities as it is based on Node.js and jаvascript, which makes it a powerful package to use.

Название: Django in 30 Days: The Complete Beginner's Guide
Автор: Aniket Jain
Издательство: Independently published
Серия: Zero to Hero in 30 Days: The Accelerated Learning Series
Год: 2025
Страниц: 170
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Django in 30 Days: The Complete Beginner’s Guide is the ultimate step-by-step roadmap for anyone looking to master Django from scratch. Designed to take you from absolute beginner to confident web developer in just 30 days, this book offers a structured, easy-to-follow approach to learning Django efficiently. With clear explanations, real-world examples, and hands-on exercises, this book is perfect for students, professionals, and hobbyists looking for a comprehensive yet practical introduction to Django. Whether you want to build dynamic web applications, integrate APIs, or work with databases, this guide provides everything you need to get started with Django and apply it in real-world scenarios. Django is one of the most powerful and widely used web frameworks built on Python. Its core philosophy, "batteries included," means that it comes prepackaged with all the essential tools needed to develop a robust, scalable, and secure web application. Learning Django is an excellent choice for developers looking to build full-fledged web applications quickly, as it simplifies complex development tasks and eliminates much of the repetitive work.

Название: Introduction to Scientific Programming with Python
Автор: Pankaj Jayaraman
Издательство: Educohack Press
Год: 2025
Страниц: 423
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

"Introduction to Scientific Programming with Python" offers an immersive exploration into the dynamic field of scientific programming using Python. We cater to a diverse audience, serving as an entry point for novices and a valuable resource for seasoned practitioners in scientific computing. Python's popularity in scientific circles stems from its readability, versatility, and extensive libraries for numerical computing, data analysis, and visualization. We cover fundamental programming concepts and gradually introduce advanced techniques specific to scientific applications. From mastering Python basics to exploring advanced topics like machine learning and symbolic mathematics, each chapter provides a structured and hands-on learning experience. Real-world case studies, practical examples, and exercises ensure readers grasp theoretical concepts and gain practical skills. Throughout the book, Python becomes a tool of empowerment, enabling readers to unravel complex scientific data, model intricate phenomena, and contribute meaningfully to their fields. "Introduction to Scientific Programming with Python" is an invaluable companion for harnessing Python's potential in scientific inquiry and discovery.

Название: Industry Innovation in the Era of Artificial Intelligence: The AI Compass
Автор: Xiaomei Wang
Издательство: CRC Press
Год: 2025
Страниц: 222
Язык: английский
Формат: pdf (true), epub
Размер: 17.0 MB

This book explores the multifaceted nature of AI implementation in modern business strategy, focusing on its present and future impact on various sectors. The book will spark fresh thinking and provide a driving force for global industrial innovation. Author Xiaomei Wang, Founder and CEO of PathoAI, former Global Leader of Big Data and Analytics at IBM, as well as General Manager of IBM Growth Markets Unit Big Data Centers, draws on over 20 years of experience in data analytics and AI to offer unique insights and a rich collection of compelling industry case studies. Designed for business leaders, tech enthusiasts, and policymakers alike, this book is not just a manual for understanding AI, but a road map for harnessing its potential. By offering a blend of theoretical insight and practical guidance, this book empowers readers to embrace AI as a catalyst for innovation and sustainable growth in their respective fields.

Название: Microsoft Excel: готовые решения - бери и пользуйся! 2-ое издание
Автор: Николай Павлов
Издательство: Де, Либри
Год: 2022
Формат: PDF
Страниц: 373
Размер: 23 Mb
Язык: Русский

В книгу вошли самые полезные фрагменты и приемы из моих тренингов, лучшие материалы этого сайта в переработанном виде и статьи, которые я писал для офлайновых и онлайновых журналов и блогов за последние 5 лет. Минимум "воды", минимум теории, практической пользы.

Название: Explore Go: Cryptography (Go 1.24 edition)
Автор: John Arundel
Издательство: Bitfield Consulting
Год: 2025
Страниц: 257
Язык: английский
Формат: pdf (true), epub
Размер: 24.6 MB

Can you keep a secret? I hope so, because much of the modern world is built on cryptography: the art of secret messages. This book will show you what it’s all about and how it really works, with dozens of example programs in Go. Have you ever wondered how passwords are stored securely? What makes a good password? How codes and ciphers are designed—and broken? Where random numbers come from, and what makes them random? What are the connections between lava lamps, space games, digital signatures, black holes, and Bitcoin? We'll build a cipher system in Go from scratch, with step-by-step instructions and code examples at each stage (also available on GitHub). Starting with the simplest cipher imaginable, we'll gradually improve the system by attacking it, adding sophisticated features like block chaining, padding, digests, and authentication. We'll see how state-of-the-art modern algorithms like AES, SHA-256, Diffie-Hellman, and RSA work under the hood, and how to integrate them into real-world Go tools. This book is essential reading for all Go programmers who have to deal with encryption, authentication, and security... in other words, all of us!

Название: The Power of Go: Tests (Go 1.24 edition)
Автор: John Arundel
Издательство: Bitfield Consulting
Год: 2025
Страниц: 278
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

What does it mean to program with confidence? How do you build self-testing software? What even is a test, anyway? Welcome to the thrilling world of fuzzy mutants and spies, guerilla testing, mocks and crocks, design smells, mirage tests, deep abstractions, exploding pointers, sentinels and six-year-old astronauts, coverage ratchets and golden files, singletons and walking skeletons, canaries and smelly suites, flaky tests and concurrent callbacks, fakes, CRUD methods, infinite defects, brittle tests, wibbly-wobby timey-wimey stuff, adapters and ambassadors, tests that fail only at midnight, and gremlins that steal from the player during the hours of darkness. Go’s built-in support for testing puts tests front and centre of any software project, from command-line tools to sophisticated backend servers and APIs. This book introduces you to all Go’s testing facilities, shows you how to use them to write tests for the trickiest things, and distils the collected wisdom of the Go community on best practices for testing Go programs. Crammed with hundreds of code examples, the book uses real tests and real problems to show you exactly what to do, step by step.

Название: A First Course in Statistical Learning: With Data Examples and Python Code
Автор: Johannes Lederer
Издательство: Springer
Год: 2025
Страниц: 293
Язык: английский
Формат: pdf (true)
Размер: 17.9 MB

This textbook introduces the fundamental concepts and methods of statistical learning. It uses Python and provides a unique approach by blending theory, data examples, software code, and exercises from beginning to end for a profound yet practical introduction to statistical learning. The book consists of three parts: The first one presents data in the framework of probability theory, exploratory data analysis, and unsupervised learning. The second part on inferential data analysis covers linear and logistic regression and regularization. The last part studies Machine Learning with a focus on support-vector machines and Deep Learning. Each chapter is based on a dataset, which can be downloaded from the book's homepage.

Название: Know Go (Go 1.24 edition)
Автор: John Arundel
Издательство: Bitfield Consulting
Год: 2025
Страниц: 165
Язык: английский
Формат: pdf (true), epub
Размер: 12.0 MB

If you know Go, then you need to know all about interfaces, generics, and iterators: they’re key parts of modern Go. Learn all about type parameters and constraints in Go and how to use them, with this easy-to-read but comprehensive guide to programming with generics and iterators in Go. If you’re new to Go and generics, and wondering what all the fuss is about, this book is for you! If you have some experience with Go already, but want to learn about the new generics features, this book is also for you. And if you’ve been waiting impatiently for Go to just get generics and iterators already so you can use them, don’t worry: this book is for you too! You don’t need an advanced degree in computer science or tons of programming experience. Know Go: Generics explains what you need to know in plain, ordinary language, with simple examples that will show you what’s new, how the language changes will affect you, and exactly how to use generics in your own programs and packages.