Название: Applications of Machine Learning and Deep Learning on Biological Data
Автор: Faheem Masoodi, Mohammad Quasim, Syed Nisar Hussain Bukhari
Издательство: CRC Press
Год: 2023
Страниц: 211
Язык: английский
Формат: pdf (true)
Размер: 10.18 MB

The automated learning of machines characterizes Machine Learning (ML). It focuses on making data-driven predictions using programmed algorithms. ML has several applications, including bioinformatics, which is a discipline of study and practice that deals with applying computational derivations to obtain biological data. It involves the collection, retrieval, storage, manipulation, and modeling of data for analysis or prediction made using customized software. Previously, comprehensive programming of bioinformatical algorithms was an extremely laborious task for such applications as predicting protein structures. Now, algorithms using ML and Deep Learning (DL) have increased the speed and efficacy of programming such algorithms.

Название: Deep Learning and Scientific Computing with R torch
Автор: Sigrid Keydana
Издательство: CRC Press
Серия: The R Series
Год: 2023
Страниц: 414
Язык: английский
Формат: pdf (true)
Размер: 10.7 MB

This is a book about torch, the R interface to PyTorch. PyTorch, as of this writing, is one of the major Deep Learning and scientific-computing frameworks, widely used across industries and areas of research. With torch, you get to access its rich functionality directly from R, with no need to install, let alone learn, Python. Though still “young” as a project, torch already has a vibrant community of users and developers; the latter not just extending the core framework, but also, building on it in their own packages. torch is also an excellent tool to use in scientific computations. It is written entirely in R and C/C++.

Название: Kotlin. Программирование для профессионалов. 2-е изд.
Автор: Джош Скин, Дэвид Гринхол, Эндрю Бэйли
Издательство: Питер
Год: 2022
Страниц: 560
Язык: русский
Формат: pdf, epub
Размер: 12.8 MB

Kotlin — это не просто улучшенный язык для виртуальной машины Java. Это мультиплатформенный язык общего назначения: на Kotlin можно писать нативные приложения для macOS, Windows и iOS, приложения на Java­Script и, конечно, приложения для Android. В последнее время компания JetBrains прилагает значительные усилия для разработки кросс-платформенных возможностей; Kotlin Multiplatform предоставляет уникальную возможность совместного использования кода разными приложениями, что привело к росту популярности Kotlin за пределами виртуальной машины Java. Мы написали эту книгу для разработчиков разного уровня: тех, кто имеет богатый опыт создания приложений для Android и кому не хватает возможностей Java; тех, кто разрабатывает серверный код и заинтересован в возможностях Kotlin; тех, кто стремится к совместному использованию кода Kotlin в нативных и веб-приложениях; а также для новичков, решившихся на самостоятельное изучение высокопроизводительного компилируемого языка.

Название: Brad Traversy's Web Dev Guide
Автор: Brad Traversy
Издательство: Traversy Media
Год: May 2022 (Version 1.0)
Страниц: 306
Язык: английский
Формат: pdf + Code
Размер: 14.7 MB

This eBook is an extension of the "Practical Guide To Web Development" video that I release every year on my YouTube channel. This is essentially a brain dump of everything that I know when it comes to web dev-related technologies such as languages and frameworks. In addition to that, I talk about concepts like REST APIs, authentication, MVC, etc. I will also discuss the different paths that you can take as a developer and even topics like mental health and burnout. Now it’s time to get into a programming language and if you’re a web developer, you should know jаvascript. It may not be the main language that you work with if you’re going to be a back-end or even a full-stack dev. You can build websites using server-rendered pages and a template language with PHP or Python, but if you want any kind of dynamic functionality within the browser, then you’ll need to know at least some jаvascript because it’s the language of the browser.

Название: What Is Portainer? An Introduction to Container Management for Developers
Автор: Fabian Peter
Издательство: O’Reilly Media, Inc.
Год: 2023-02-16
Язык: английский
Формат: pdf, epub (true)
Размер: 10.2 MB

Portainer works with both Docker and Kubernetes to make the deployment and management of containerized applications and services easier and more efficient. If you're looking for a quick read to understand how Portainer fits into the cloud native landscape, the problems it can solve for engineering teams, and how organizations can leverage it to bridge the gap between legacy infrastructure and modern software deployment standards, this concise and practical report fits the bill.

Название: Docker: Practical Guide for Developers and DevOps Teams
Автор: Bernd Oggl, Michael Kofler
Издательство: Rheinwerk Publishing Inc.
Год: 2023
Страниц: 496
Язык: английский
Формат: epub (true)
Размер: 10.27 MB

Learn the ins and outs of containerization in Docker with this practical guide! Begin by installing and setting up the platform. Then master the basics: get to know important terminology, understand how to run containers, and set up port redirecting and communication. You’ll learn to create custom images, work with commands, and use key containerization tools. Gain essential skills by following exercises that cover common tasks from packaging new applications and modernizing existing applications to handling security and operations.

Название: Production Haskell : Succeeding in Industry with Haskell
Автор: Matt Parsons
Издательство: Leanpub
Год: 2023-02-01
Страниц: 466
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.26 MB

Are you excited about Haskell, but don't know where to begin? Are you thrilled by the technical advantages, but worried about the unknown pitfalls? This book has you covered. So you've learned Haskell. You've taught your friends about monads, you've worked through some beginner textbooks, and maybe you've played around with some open source projects. Now that you've had a taste, you want more: you want to write an application in Haskell for fun! Maybe you want to use Haskell at work! Haskell has always enjoyed a wide variety of high quality learning material for advanced parts of the language, if you're not afraid of academic papers. The last five years have seen an upswelling of fantastic resources for learning the language as a beginner. However, the language does not have many resources for using it in production. It's difficult to navigate the ecosystems and identify quality resources that are in alignment with your goals and values. This book aims to help with that situation. After reading this book, you should feel comfortable writing large software projects in Haskell, evaluating competing libraries and techniques, and productively reading material from a variety of Haskell users.

Название: Machine Intelligence, Big Data Analytics, and IoT in Image Processing: Practical Applications
Автор: Ashok Kumar, Megha Bhushan, Jose A. Galindo
Издательство: Wiley-Scrivener
Год: 2023
Страниц: 500
Язык: английский
Формат: pdf (true)
Размер: 35.0 MB

Discusses both theoretical and practical aspects of how to harness advanced technologies to develop practical applications such as drone-based surveillance, smart transportation, healthcare, farming solutions, and robotics used in automation. The concepts of machine intelligence, big data analytics, and the Internet of Things (IoT) continue to improve our lives through various cutting-edge applications such as disease detection in real-time, crop yield prediction, smart parking, and so forth. The transformative effects of these technologies are life-changing because they play an important role in demystifying smart healthcare, plant pathology, and smart city/village planning, design and development. This book presents a cross-disciplinary perspective on the practical applications of machine intelligence, big data analytics, and IoT by compiling cutting-edge research and insights from researchers, academicians, and practitioners worldwide. It identifies and discusses various advanced technologies, such as artificial intelligence, machine learning, IoT, image processing, network security, cloud computing, and sensors, to provide effective solutions to the lifestyle challenges faced by humankind. Machine Intelligence, Big Data Analytics, and IoT in Image Processing is a significant addition to the body of knowledge on practical applications emerging from machine intelligence, big data analytics, and IoT.

Название: What Every Engineer Should Know About Data-Driven Analytics
Автор: Satish Mahadevan Srinivasan, Phillip A. Laplante
Издательство: CRC Press
Год: 2023
Страниц: 279
Язык: английский
Формат: pdf (true)
Размер: 26.4 MB

What Every Engineer Should Know About Data-Driven Analytics provides a comprehensive introduction to the theoretical concepts and approaches of Machine Learning that are used in predictive data analytics. By introducing the theory and by providing practical applications, this text can be understood by every engineering discipline. It offers a detailed and focused treatment of the important Machine Learning (ML) approaches and concepts that can be exploited to build models to enable decision making in different domains. A brief introduction to the basics of R and Python programming is provided here, which will be very helpful for the readers to navigate through the other chapters in this book. Now let’s look at some basics of the Python programming. In the Chapter 1, the objective is merely to provide an exposure to programming in R and Python so that the readers can become familiar with the syntax used in R and Python scripts.

Название: Modern Concurrency in Swift (2nd Edition)
Автор: Marin Todorov
Издательство: Razeware LLC/Kodeco Inc.
Год: 2023
Страниц: 257
Язык: английский
Формат: pdf (true)
Размер: 26.2 MB

Learn everything you need to create safe, performant and predictable asynchronous apps by leveraging the new modern concurrency features introduced in Swift 5.5, such as async/await, tasks, actors and more.Master Swift’s new concurrency model! For years, writing powerful and safe concurrent apps with Swift could easily turn into a daunting task, full of race conditions and unexplained crashes hidden in a massive nesting of callback closures. In Swift 5.5, Apple introduced a new concurrency model featuring the async/await syntax, to let you write asynchronous code that reads like synchronous code. But like any new feature, here be dragons! So how will you achieve the much-desired mastery of Modern Swift Concurrency? Modern Concurrency in Swift is here for the rescue, showcasing everything you need to know about async/await, tasks, actors, and everything in between!