Название: Artificial Intelligence in Medicine: With 377 Figures and 127 Tables
Автор: Niklas Lidstromer, Hutan Ashrafian
Издательство: Springer
Год: 2022
Страниц: 1848
Язык: английский
Формат: pdf (true)
Размер: 41.1 MB

This book provides a structured and analytical guide to the use of Artificial Intelligence in medicine. Covering all areas within medicine, the chapters give a systemic review of the history, scientific foundations, present advances, potential trends, and future challenges of Artificial Intelligence within a healthcare setting. Artificial Intelligence in Medicine aims to give readers the required knowledge to apply Artificial Intelligence to clinical practice. The book is relevant to medical students, specialist doctors, and researchers whose work will be affected by Artificial Intelligence. There are several languages used in AI applications, and one of the most popular and wellknown is Python, partly because of its simple and functional syntaxes, and also for the great number of libraries designed for Python (to implement Machine Learning algorithms in a straight-forward manner), such as Keras and Tensorflow. The Python advantages are related to its simplicity and their maintainability as well as the possibility to connect and integrate with files written in other programming languages. Problems of memory usage and not having multithreading are substantial Python disadvantages.

Название: Scaling Python with Dask: From Data Science to Machine Learning (Sixth Early Release)
Автор: Holden Karau, Mika Kimmins
Издательство: O’Reilly Media, Inc.
Год: 2023-03-27
Страниц: 150
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.2 MB

Dask is a free and open source library for parallel computing in Python that helps you scale your data science and machine learning workflows. With this quick but thorough resource, data scientists and Python programmers will learn how Dask provides APIs that make it easy to parallelize PyData libraries like NumPy, Pandas, and Scikit-learn. Dask is a framework for parallelized computing with Python that scales from multiple cores on one machine to data centers with thousands of machines. It has both low-level task APIs and higher-level data-focused APIs. The low-level task APIs power Dask’s integration with a wide variety of Python libraries. Having public APIs has allowed an ecosystem of tools to grow around Dask for various use cases.

Название: Learning To Code: How To Get Started With Coding
Автор: Michael Agnew
Издательство: Independently published
Год: 2022
Страниц: 128
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

It is fundamental tо hаvе an undеrѕtаndіng оf аll thе bаѕіс соnсерtѕ rеgаrdіng programming. In the event that you dоn’t know how tо рrоgrаm, I wоuld rесоmmеnd ѕtаrtіng with Pуthоn. It is an awesome lаnguаgе thаt tаkеѕ away the lowlevel dеtаіlѕ fоr thе рrоgrаmmеr аnd аllоwѕ them to fосuѕ on соnсерtѕ. It іѕ аlѕо an extremely fun lаnguаgе; I’m ѕurе уоu’ll lоvе tо рrоgrаm іn іt. Onсе уоu hаvе рісkеd uр a lаnguаgе аnd knоw hоw tо рrоgrаm , уоu nееd to dесіdе whісh lаnguаgе уоu wаnt to рrоgrаm your games іn. That rеаllу dереndѕ оn thе kіnd оf stuff that уоu need to dо: еngіnе improvement or gаmе dеvеlорmеnt. Engіnе designers make thе соrе of thе gаmе, thе motor, thе stuff those роwеrѕ up thе асtuаl gаmе. If you сhооѕе thіѕ rоutе, уоu wіll hаvе tо dеаl wіth аll thе lоw-lеvеl subtleties оf programming. Fоr this, уоu ought to pick uр C оr C++ since mоѕt оf thе еngіnеѕ аrе соdеd іn thеѕе lаnguаgеѕ. Yоu ought to аlѕо bе dіѕсірlіnеd in mеmоrу аllосаtіоn/dеаllосаtіоn аnd соdе орtіmіzаtіоn tесhnіԛuеѕ.

Название: Computer Science for Kids: A Storytelling Approach
Автор: Jen Looper
Издательство: Wiley
Год: 2023
Страниц: 353
Язык: английский
Формат: pdf (true)
Размер: 13.6 MB

A kid-friendly and rigorous new way to teach young readers the fundamentals of Computer Science. In Computer Science for Kids: A Storytelling Approach , AWS Head of Academic Advocacy and Google Developer Expert Dr. Jen Looper delivers a colorful, fun, and exciting demonstration for young readers who want to learn the basics of Computer Science. Using a variety of technologies, the book covers the elements of Computer Science in concise detail and illustrates how to build projects to learn foundational concepts behind the technology powering the internet. A good computer scientist will eventually become skilled in many programming languages, however, so it’s a good idea to pair this book with study of Python or jаvascript.

Название: Алгоритмы сжатия данных без потерь, 2-е изд.
Автор: Пантелеев Е.Р., Алыкова А.Л.
Издательство: Лань
Год: 2022
Страниц: 172
Язык: русский
Формат: pdf
Размер: 11,6 MB

Учебное пособие охватывает содержание раздела «Алгоритмы сжатия данных» дисциплины «Алгоритмы и структуры данных», которая читается для бакалавров, обучающихся по направлению подготовки 09.03.04 «Программная инженерия» по профилю «Разработка программно-информационных систем». Освоение материала учебного пособия предполагает знание алгоритмических языков, наличие навыков написания объектно-ориентированных программ, а также формируемых в ходе изучения предшествующих разделов дисциплины «Алгоритмы и структуры данных» умений определять и использовать абстрактные типы данных и строить порядковые оценки вычислительной эффективности алгоритмов. Все программы, сопровождающие обсуждение алгоритмов сжатия, написаны на языке C++. Этот выбор обусловлен тем, что языки C/C++ являются базой для целого семейства C-подобных языков программирования. В их число входят Java, C#, Python и др. Следовательно, программный код должен быть понятен широкому кругу читателей.

Название: R for Data Science: Import, Tidy, Transform, Visualize, and Model Data, 2nd Edition (Third Early Release)
Автор: Hadley Wickham, Garrett Grolemund, Mine Cetinkaya-Rundel
Издательство: O’Reilly Media, Inc.
Год: 2023-03-27
Страниц: 743
Язык: английский
Формат: pdf (true), epub
Размер: 22.9 MB

Learn how to use R to turn data into insight, knowledge, and understanding. Ideal for current and aspiring data scientists, this book introduces you to doing data science with R and RStudio, as well as the tidyverse—a collection of R packages designed to work together to make data science fast, fluent, and fun. Even if you have no programming experience, this updated edition will have you doing data science quickly. You'll learn how to import, transform, and visualize your data and communicate the results. And you'll get a complete, big-picture understanding of the data science cycle and the basic tools you need to manage the details. Each section in this edition includes exercises to help you practice what you've learned along the way. Updated for the latest tidyverse best practices, new chapters dive deeper into visualization and data wrangling, show you how to get data from spreadsheets, databases, and websites, and help you make the most of new programming tools.

Название: Самоучитель по программированию на Free Pascal и Lazarus
Автор: Алексеев Е.Р., Чеснокова О.В., Кучер Т.В.
Издательство: Унитех
Год: 2011
Cтраниц: 505
Формат: pdf
Размер: 14 мб
Язык: русский

Книга является учебником по алгоритмизации и программированию. В учебнике описан язык Free Pascal и среда визуального программирования Lazarus. Free Pascal и Lazarus являются мощными и свободно распространяемыми средствами программирования. В книге приведено большое количество примеров алгоритмов и программ. Особое внимание уделено работе с визуальными компонентами, их свойствами и методами. Подробно описаны такие этапы программирования как работа с подпрограммами и файлами.

Название: High-Performance Web Apps with FastAPI: The Asynchronous Web Framework Based on Modern Python
Автор: Malhar Lathkar
Издательство: Apress
Год: 2023
Страниц: 321
Язык: английский
Формат: pdf, epub
Размер: 12.8 MB

Build APIs and web apps based on Asynchronous Server Gateway Interface (ASGI). This book provides a comprehensive explanation of using Pydantic models to construct the request/response objects in a FASTAPI path operation. You’ll start by reviewing type hints in Python and the asynchronous processing concepts. One of the highlights of FastAPI is its auto generation of API docs. Pydantic library is the main pillar on top of which FastAPI is built. For aspiring and the experienced Python developers looking to leverage the flexibility of Python and the powerful features introduced in Modern Python. Computer science Engineering students at graduate and postgraduate level will also benefit immensely from the practical approach adapted in the book.

Название: Generative AI and Prompt Basis Rules for Beginners: How Generative Artificial Intelligences like ChatGPT work and the basic prompt rules for using them
Автор: Michael Gordon Cohen
Издательство: Independently published
Год: 2023
Страниц: 129
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Generative AI is the new technological revolution that is starting to invade our lives and will soon completely change them. If you're curious to discover what generative AIs are, how they work, and how you can use them to write creative texts, create images even if you're not an artist, and much more, this book is perfect for you. In a simple and accessible way, this book aims to help you understand the basics of this technology and the rules for creating prompts that stimulate AI. Then, with a practical and easy-to-follow guide, you can explore the endless possibilities of AI-assisted writing and discover how this technology can be used.

Название: Update to Modern C++: Refresh your knowledge of C++ and bring your skills up to date!
Автор: James Raynard
Издательство: Independently published
Год: 2023
Страниц: 882
Язык: английский
Формат: pdf
Размер: 10.1 MB

Are you an experienced C++ programmer, but you have not used the language for several years? You may have heard that there have been many changes to C++ over the last decade or so, but you have not had time to keep up with them. Besides, your C++ skills may have gone a little rusty due to lack of use, and perhaps there were one or two things you never quite grasped the first time round. I was in the same situation a few years ago. I managed to teach myself from various books, websites and videos, but it would have been so much easier if there had been one single place where I could have gone to update my C++ knowledge. To help out other people in a similar situation, I created an online course on Udemy, Update to Modern C++, in which I set out to provide everything I wish I had known at that time. This course proved very successful, and I have now decided to publish it as a book. The source code for the examples is available for download from my Github.