Название: Practical AI for Healthcare Professionals: Machine Learning with Numpy, Scikit-learn, and TensorFlow
Автор: Abhinav Suri
Издательство: Apress
Год: 2022
Страниц: 266
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Use Artificial Intelligence (AI) to analyze and diagnose what previously could only be handled by trained medical professionals. This book gives an introduction to practical AI, focusing on real-life medical problems, how to solve them with actual code, and how to evaluate the efficacy of these solutions. You’ll start by learning how to diagnose problems as ones that can and cannot be solved with AI or computer science algorithms. If you’re not familiar with those algorithms, that’s not a problem. You’ll learn the basics of algorithms and neural networks and when each should be applied. Then you’ll tackle the essential parts of basic Python programming relevant to data processing and making AI programs. The TensorFlow library alogn with Numpy and Scikit-Learn are covered, too.

Название: 50 shades of jаvascript: 50 of the most interesting features, concepts, and patterns in jаvascript
Автор: Krasimir Tsonev
Издательство: Independently published
Год: 2022
Страниц: 129
Язык: английский
Формат: pdf, azw3, epub
Размер: 11.3 MB

The 50 stories in this book are a collection of the most interesting and important features, concepts, and patterns in jаvascript. From topics like destructing, iterables, and generators through helpful browser APIs, you will level up your jаvascript skills. The book covers concepts like higher-order functions, memoization, currying, and state machines. You will learn the fundamentals of Flux and Redux and see how patterns like singleton and publisher/subscriber work. Every single topic comes with a profound explanation, code samples, and illustration. The author spent a year crafting each of the chapters to make your learning experience smooth and enjoyable. The book is for developers that already have experience with the language. Happy jаvascripting and remember - I can’t teach you anything, I can only make you think.

Название: Cracking Containers with Docker and Kubernetes
Автор: Nisarg Vasavada, Dhwani Sametriya
Издательство: BPB Publications
Год: 2022
Формат: ePUB, PDF
Страниц: 1002
Размер: 32,4 Mb
Язык: English

A book that will help you become the Mozart of Microservices
Key Features
All codes tested on the latest software versions with visual illustrations.
Covers bleeding-edge DevOps skills to build a future-proof job profile.
Includes expert advice, industry insights, and logical analogies to craft a technical narrative.

Название: Алгоритмы и программы. Язык С++
Автор: Конова Е. А., Поллак Г. А.
Издательство: Лань
Год: 2021
Cтраниц: 384
Формат: pdf
Размер: 13 мб
Язык: русский

При изложении материала авторы используют методику обучения от алгоритмов к программам, поэтому вначале излагаются сведения об алгоритмах с примерами реализации типовых алгоритмов. Изучение основ языка программирования С++опирается на полученные знания. Примеры можно решать в любой среде разработчика, поддерживающей язык С++, но авторами примеры отлажены в Visual Studio 2013. Коды программ соответствуют стандарту C++11 (ISO/IEC 14882:2011), разработаны в консольных приложениях на основе шаблона «Пустой проект». В задачах практикума предлагаются как задачи, использующие типовые алгоритмы, так и содержательные, для которых приведено только вербальное описание. Не требуется предварительных знаний о языках программирования, может быть рекомендовано для самостоятельного изучения.

Название: Artificial Intelligence in Industrial Applications: Approaches to Solve the Intrinsic Industrial Optimization Problems
Автор: Steven Lawrence Fernandes, Tarun K. Sharma
Издательство: Springer
Год: 2022
Страниц: 203
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book highlights the analytics and optimization issues in industry, to propose new approaches, and to present applications of innovative approaches in real facilities. In the past few decades there has been an exponential rise in the application of artificial intelligence for solving complex and intricate problems arising in industrial domain. The versatility of these techniques have made them a favorite among scientists and researchers working in diverse areas. The book is edited to serve a broad readership, including computer scientists, medical professionals, and mathematicians interested in studying computational intelligence and their applications. It will also be helpful for researchers, graduate and undergraduate students with an interest in the fields of Artificial Intelligence and Industrial problems. This book will be a useful resource for researchers, academicians as well as professionals interested in the highly interdisciplinary field of Artificial Intelligence.

Название: The Complete Software Tester: Concepts, Skills, and Strategies for High-Quality Testing
Автор: Kristin Jackvony
Издательство: Independently published
Год: 2021
Страниц: 467
Язык: английский
Формат: pdf, epub
Размер: 16.3 MB

The Complete Software Tester is an essential guide to all areas of testing. Ideal for those who are new to testing as well as experienced testers who want to fill in knowledge gaps, the book covers diverse topics such as manual exploratory testing, API testing, security testing, getting started with test automation, using version control, and learning command line basics. Hands-on activities are included to help readers solidify API testing and test automation concepts. Furthermore, advice is offered on creating test plans, formulating test strategies, and working effectively on a team. The Complete Software Tester is a resource you’ll want to keep with you throughout your software testing career!

Название: Azure Kubernetes Services with Microservices: Understanding Its Patterns and Architecture
Автор: Kasam Ahmed Shaikh, Shailesh S. Agaskar
Издательство: Apress
Год: 2022
Страниц: 257
Язык: английский
Формат: pdf (true)
Размер: 13.4 MB

Design and implement scalable microservices using Azure Kubernetes Services (AKS) and other Azure Services. This book will help you understand why and when to choose microservices as a solution for modernization and how to use Azure DevOps to implement CI/CD for deploying microservices.

Название: Nature-Inspired Optimization Algorithms with Java: A Look at Optimization Techniques
Автор[/b Shashank Jain
[b]Издательство: Apress
Год: 2022
Страниц: 182
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Gain insight into the world of nature-inspired optimization techniques and algorithms. This book will prepare you to apply different nature-inspired optimization techniques to solve problems using Java. You'll start with an introduction to the hidden algorithms that nature uses and find the approximate solutions to optimization problems. You'll then see how living creatures such as fish and birds are able to perform computation to solve specific optimization tasks. This book also covers various nature-inspired algorithms by reviewing code examples for each one followed by crisp and clear explanations of the algorithm using Java code. You'll examine the use of each algorithm in specific industry scenarios such as fleet scheduling in supply chain management, and shop floor management in industrial and manufacturing applications.

Название: Algorithms for Convex Optimization
Автор: Nisheeth K. Vishnoi
Издательство: Cambridge University Press
Год: 2021
Страниц: 342
Язык: английский
Формат: pdf (true), epub
Размер: 13.3 MB

In the last few years, Algorithms for Convex Optimization have revolutionized algorithm design, both for discrete and continuous optimization problems. For problems like maximum flow, maximum matching, and submodular function minimization, the fastest algorithms involve essential methods such as gradient descent, mirror descent, interior point methods, and ellipsoid methods. The goal of this self-contained book is to enable researchers and professionals in computer science, data science, and machine learning to gain an in-depth understanding of these algorithms. The text emphasizes how to derive key algorithms for convex optimization from first principles and how to establish precise running time bounds. This modern text explains the success of these algorithms in problems of discrete optimization, as well as how these methods have significantly pushed the state of the art of convex optimization itself.

Название: Algorithms: Practical Guide to Learn Algorithms For Beginners
Автор: Andy Vickler
Издательство: Independently published
Год: 2021
Страниц: 179
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Have you ever wondered how a programmer develops games and writes code without having to think too much? Do you want to know what makes a programmer confident about the code they write? Do you want to learn how programmers use algorithms to determine how to structure their programs before they develop it? If you did, this is the book for you. This book will also show you how to implement the sorting and searching algorithms using C and Java programming languages, since these are the most common languages used by programmers.