Название: Handbook of Evolutionary Machine Learning
Автор: Wolfgang Banzhaf, Penousal Machado
Издательство: Springer
Год: 2024
Страниц: 764
Язык: английский
Формат: pdf (true)
Размер: 15.6 MB

This book, written by leading international researchers of evolutionary approaches to Machine Learning, explores various ways evolution can address Machine Learning problems and improve current methods of ML. Topics in this book are organized into five parts. The first part introduces some fundamental concepts and overviews of evolutionary approaches to the three different classes of learning employed in machine learning. The second addresses the use of evolutionary computation as a machine learning technique describing methodologic improvements for evolutionary clustering, classification, regression, and ensemble learning. The third part explores the connection between evolution and neural networks, in particular the connection to deep learning, generative and adversarial models as well as the exciting potential of evolution with large language models. The fourth part focuses on the use of evolutionary computation for supporting machine learning methods. This includes methodological developments for evolutionary data preparation, model parametrization, design, and validation. The final part covers several chapters on applications in medicine, robotics, science, finance, and other disciplines.

Название: Mastering SwiftUI for iOS 16 and Xcode 14: Learn how to build fluid UIs and a real world app with SwiftUI
Автор: Simon Ng
Издательство: AppCoda Limited
Год: 2022
Страниц: 897
Язык: английский
Формат: pdf
Размер: 98.3 MB

Fully updated for Xcode 14, iOS 16 & Swift 5.7. The SwiftUI book is written for both beginners and developers having some experience with Swift programming. We will dive deep into the SwiftUI framework, teaching you how to work with various UI elements, and build different types of UIs. After going through the basics andunderstanding the usage of common components, we will put together with all the materials you've learned and build a complete app. As always, we will explore SwiftUI with you by using the "Learn by doing" approach. This new book features a lot of hands-on exercises and projects. Don't expect you can just read the book and understand everything. You need to get prepared to write code and debug. This book is written for both beginners and developers with some iOS programming experience. Even if you have developed an iOS app before, this book will help you understand this brand-new framework and the new way to develop UI. You will also learn how to integrate UIKit with SwiftUI.

Название: Системное программирование. Лабораторные работы
Автор: Жулабова Ф. Т.
Издательство: Лань
Год: 2020
Cтраниц: 208
Формат: pdf (ocr)
Размер: 22 мб
Язык: русский

Методические указания по организации и выполнению лабораторных работ по междисциплинарному курсу МДК.01.01 «Системное программирование» для студентов специальности «Программирование в компьютерных системах», а также предназначено для студентов других направлений подготовки, начинающих изучать программирование. В пособии будут рассмотрены базовые конструкции языка программирования Си и С++. Проиллюстрированы основные понятия алгоритмизации, алгоритмы работы с основными структурами данных, основам объектно-ориентированного программирования.

Название: Clean Code Principles And Patterns - Python Edition
Автор: Petri Silen
Издательство: Leanpub
Год: 2023-10-29
Страниц: 588
Язык: английский
Формат: pdf (true), epub
Размер: 20.9 MB

One of the most comprehensive no-fluff guides for Python software developers to help them write clean code every day. The book is packed with principles and patterns that help developers, from novices and juniors to seniors and experts, to write cleaner code. Clean Code Principles and Patterns: Python Edition is one of the most comprehensive no-fluff guides for Python software developers to help them write clean code every day. The author Petri Silen has almost 30 years of industry experience in designing and implementing software, and now he puts all his knowledge gained during the years into this book. The book is packed with principles and patterns that help developers, from novices and juniors to seniors and experts, to write cleaner code. The principles and patterns presented in the book are accompanied by realistic yet straightforward examples to help the reader to understand them better. The reader should have basic knowledge of Python programming language to get the full benefit from this book.

Название: Deep Learning: Foundations and Concepts
Автор: Christopher M. Bishop, Hugh Bishop
Издательство: Springer
Год: 2024
Страниц: 656
Язык: английский
Формат: pdf (true)
Размер: 45.8 MB

This book offers a comprehensive introduction to the central ideas that underpin Deep Learning. It is intended both for newcomers to machine learning and for those already experienced in the field. Covering key concepts relating to contemporary architectures and techniques, this essential book equips readers with a robust foundation for potential future specialization. The field of deep learning is undergoing rapid evolution, and therefore this book focusses on ideas that are likely to endure the test of time. The book is organized into numerous bite-sized chapters, each exploring a distinct topic, and the narrative follows a linear progression, with each chapter building upon content from its predecessors. This structure is well-suited to teaching a two-semester undergraduate or postgraduate machine learning course, while remaining equally relevant to those engaged in active research or in self-study. A full understanding of Machine Learning requires some mathematical background and so the book includes a self-contained introduction to probability theory.

Название: Coding Clean, Reliable, and Safe REST APIs with ASP.NET Core 8: Develop Robust Minimal APIs with .NET 8
Автор: Anthony Giretti
Издательство: Apress
Год: 2023
Страниц: 438
Язык: английский
Формат: pdf
Размер: 10.4 MB

Learn ASP.NET Core APIs delivered in its latest version of the Microsoft Framework: .NET 8. This book will show you how to develop APIs with ASP.NET Core 8. Author Anthony Giretti will reveal all you need to know about HTTP protocol, REST architecture style, and ASP.NET Core 8. You will learn what reflexes and mindset a developer must have to approach the development of an API of medium complexity. By performing CRUD operations on a SQL Server database, you will see how to set up a clean and reliable application with industry best practices (clean code, security, observability, optimization and testing). After completing Coding Clean, Reliable, and Safe REST APIs with ASP.NET Core 8, you will be able to develop many kinds of APIs that require a senior developer level of knowledge and provide your customers with high-quality APIs.

Название: Official Google Cloud Certified Professional Machine Learning Engineer Study Guide
Автор: Mona Mona, Pratap Ramamurthy
Издательство: Sybex
Год: 2024
Страниц: 371
Язык: английский
Формат: pdf (true), epub
Размер: 22.3 MB

Expert, guidance for the Google Cloud Machine Learning certification exam. In Google Cloud Certified Professional Machine Learning Study Guide, a team of accomplished Artificial Intelligence (AI) and Machine Learning (ML) specialists delivers an expert roadmap to AI and ML on the Google Cloud Platform based on new exam curriculum. The book walks readers through the Machine Learning process from start to finish, starting with data, feature engineering, model training, and deployment on Google Cloud. It also discusses best practices on when to pick a custom model vs AutoML or pretrained models with Vertex AI platform. All technologies such as Tensorflow, Kubeflow, and Vertex AI are presented by way of real-world scenarios to help you apply the theory to practical examples and show you how IT professionals design, build, and operate secure ML cloud environments.

Название: jаvascript for Web Developers: Understanding the Basics
Автор: Mark Simon
Издательство: Apress
Год: 2023
Страниц: 406
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Learn the basics of jаvascript to enhance your web pages. This book focuses on modern jаvascript programming and encourages a well-organized approach to programming in general. jаvascript for Web Developers explains each foundational concept of the language, followed by a practical implementation of that lesson to reinforce what you’ve learned. Author Mark Simon starts with the basics of jаvascript programming, followed by a tutorial on manipulating HTML elements. You will then learn to work with forms, along with CSS and Event Listeners. Hands-on projects will not only solidify each concept in your mind, but they will also give you greater confidence and help you absorb best practices. The book concludes with coverage of Ajax, which will enable you to send and retrieve data from a server asynchronously without interfering with the display and behavior of an existing web page. After reading this book, you will be able to use jаvascript to design and program your own web applications.

Название: Options and Derivatives Programming in C++23: Algorithms and Programming Techniques for the Financial Industry, 3rd Edition
Автор: Carlos Oliveira
Издательство: Apress
Год: 2023
Страниц: 312
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

This book is a hands-on guide for programmers who want to learn how C++ is used to develop solutions for options and derivatives trading in the financial industry. It explores the main algorithms and programming techniques used in implementing systems and solutions for trading options and derivatives. This updated edition will bring forward new advances in C++ software language and libraries, with a particular focus on the new C++23 standard. The book starts by covering C++ language features that are frequently used to write financial software for options and derivatives. These features include the STL (standard template library), generic templates, functional programming, and support for numerical code. Examples include additional support for lambda functions with simplified syntax, improvements in automatic type detection for templates, custom literals, modules, constant expressions, and improved initialization strategies for C++ objects.

Название: Fundamentals of Trace and Log Analysis: A Pattern-Oriented Approach to Monitoring, Diagnostics, and Debugging
Автор: Dmitry Vostokov
Издательство: Apress
Год: 2023
Страниц: 151
Язык: английский
Формат: pdf
Размер: 10.1 MB

This book will help you analyze traces and logs from different software environments and communicate analysis results using a pattern language that covers everything from a small debugging log to a distributed trace with billions of messages from hundreds of computers, thousands of software components, threads, and processes. The book begins with the basic terminology of operating systems and programming, the foundation for understanding trace and log analysis. It then talks about patterns that help describe problems from a user’s view and patterns for errors and failures. Then, the book covers a range of trace patterns that group messages, and explores how logs depict software activities. It even examines specific message patterns and how they connect in a single trace. Moving forward, you’ll review patterns for multiple traces and logs and how to evaluate them. In this way, you can use similar methods to find problems across a wide variety of software. The book also provides guidance for analyzing issues on systems such as Windows, macOS, Linux, Android, iOS, and other types of computers, including those in networks and the Internet of Things, regardless of their system differences.