Название: Modeling Mindsets: The Many Cultures Of Learning From Data
Автор: Christoph Molnar
Издательство: Mucbook
Год: 2022
Страниц: 113
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

In less than 100 pages, Modeling Mindsets elucidates the worldviews behind various statistical modeling and Machine Learning mindsets. Most books on modeling dive straight into the math and methodologies, leaving readers struggling to grasp the underlying assumptions and limitations. Written in a clear and concise style, Modeling Mindsets introduces approaches such as Bayesian inference, supervised learning, causal inference, and more. With this book, you'll gain a deeper understanding of different modeling techniques, empowering you to choose the right one for your problem. Machine Learning (ML) is the branch of Artificial Intelligence (AI) that deals with improving at a given task through “experience,” which means learning from data.

Название: Classical and Modern Cryptography for Beginners
Автор: Rajkumar Banoth, Rekha Regar
Издательство: Springer
Год: 2023
Страниц: 230
Язык: английский
Формат: pdf (true), epub
Размер: 29.5 MB

This textbook offers the knowledge and the mathematical background or techniques that are required to implement encryption/decryption algorithms or security techniques. It also provides the information on the cryptography and a cryptosystem used by organizations and applications to protect their data and users can explore classical and modern cryptography. The first two chapters are dedicated to the basics of cryptography and emphasize on modern cryptography concepts and algorithms. Cryptography terminologies such as encryption, decryption, cryptology, cryptanalysis and keys and key types included at the beginning of this textbook. The subsequent chapters cover basic phenomenon of symmetric and asymmetric cryptography with examples including the function of symmetric key encryption of websites and asymmetric key use cases. This would include security measures for websites, emails, and other types of encryptions that demand key exchange over a public network. Cryptography algorithms (Caesar cipher, Hill cipher, Playfair cipher, Vigenere cipher, DES, AES, IDEA, TEA, CAST, etc.) which are varies on algorithmic criteria like- scalability, flexibility, architecture, security, limitations in terms of attacks of adversary. They are the core consideration on which all algorithms differs and applicable as per application environment.

Название: Hybrid Metaheuristics in Structural Engineering: Including Machine Learning Applications
Автор: Gebrail Bekdas, Sinan Melih Nigdeli
Издательство: Springer
Год: 2023
Страниц: 306
Язык: английский
Формат: pdf (true), epub
Размер: 48.2 MB

From the start of life, people used their brains to make something better in design in ordinary works. Due to that, metaheuristics are essential to living things, and several inspirations from life have been used in the generation of new algorithms. These algorithms have unique features, but the usage of different features of different algorithms may give more effective optimum results in means of precision in optimum results, computational effort, and convergence. This book includes reviews and applications of hybrid metaheuristic algorithms and Machine Learning used in structural engineering. It contains 14 chapters including an overview and introduction. 14 of 13 chapters are presented in two parts, namely, Part I: Hybrid Metaheuristics and Part II: Machine Learning. In Part I, a review and seven structural engineering applications including reinforced concrete, truss structures, tuned mass damper, composite structures, and dam structures are given. In Part II, two reviews and four Machine Learning applications about structural engineering problems, reinforced concrete, and building information modeling are given.

Название: Линейное программирование
Автор: Палий И.А.
Издательство: Москва
Год: 2008
Cтраниц: 256
Формат: pdf
Размер: 11 мб
Язык: русский

Рассматриваются следующие темы: построение математических моделей задач линейного программирования, графическое решение задач с двумя переменными, симплекс-метод, теория двойственности, метод потенциалов решения транспортной задачи, паросочетания, потоки в сетях, венгерский алгоритм решения задач о назначениях и транспортной задачи. Изложение теоретического материала сопровождается большим количеством подробно разобранных примеров решения задач, что облегчает усвоение доказательств теорем и работы алгоритмов.

Название: Clean Code Cookbook: Recipes to Improve the Design and Quality of your Code (Third Early Release)
Автор: Maximiliano Contieri
Издательство: O’Reilly Media, Inc.
Год: 2023-06-23
Страниц: 350
Язык: английский
Формат: epub
Размер: 24.5 MB

Often, software engineers and architects work with large, complex code bases that they need to scale and maintain. With this cookbook, author Maximiliano Contieri takes you beyond the concept of clean code by showing you how to identify improvement opportunities and their impact on production code. When it comes to reliability and system evolution, these techniques provide benefits that pay off over time. Using real life examples in jаvascript, PHP, Java, Python, and many other programming languages, this cookbook provides proven recipes to help you scale and maintain large systems. Every section covers fundamental concepts including readability, coupling, testability, and extensibility, as well as code smells—symptoms of a problem that requires special attention—and the recipes to address them. A code smell is a symptom of a problem. People tend to think the presence of code smells is proof that the whole entity needs to be taken apart and rebuilt.

Название: The Complete Python Coding Manual - 18th Edition, 2023
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2023
Страниц: 164
Язык: английский
Формат: pdf
Размер: 100.3 MB

Unlock your imagination with Python. There are few coding languages that have enjoyed the success of Python. Thanks to Python's unique development, everyone can learn the code that is: helping to drive such technological projects as the Large Hadron Collider, collating the petabytes of data that made up the first image of a Black Hole and creating the next generation of Artificial Intelligence. It doesn't take long to get to grips with Python, but you need to start small. This guide will help you form the foundation of your Python coding future, from installing the language on to your computer, through to forming user interaction and complex variables. There's so much you can do with Python and within these pages you'll find everything you need to know to become a Python programmer, ready for the next level of advanced coding.

Название: Программирование на Objective-C 2.0
Автор: Кочан С.
Издательство: М.: ЭKOM Пaблишepз
Год: 2010
Cтраниц: 608
Формат: pdf
Размер: 18 мб
Язык: русский

Полный вводный курс по языку Objective-C для разработки приложений на Mac OS X и iPhone. Objective-C стал стандартным языком программирования для разработки приложений на платформах Mac OS X и iPhone. Этот мощный и вместе с тем простой язык объектно-ориентированного программирования, базирующийся на языке С, широко распространен не только в OS X, но и во многих операционных системах, поддерживающих компилятор gcc, в том числе Linux, Unix и Windows.

Название: Conquering jаvascript: D3.js
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2024
Страниц: 222
Язык: английский
Формат: pdf (true)
Размер: 10.96 MB

jаvascript has become the de facto standard when it comes to both web and cross-platform development. D3.js is an extremely popular JS framework, meant for rapid web and application development. Conquering jаvascript: D3.js helps the reader master the D3.js framework for faster and more robust development. This book is a detailed guide that will help developers and coders do more with D3.js. It discusses the basics in brief, and then moves on to more advanced and detailed exercises to help readers quickly gain the required knowledge. Interactive visualizations can spice up even the most monotonous information. A primary feature of interactive data is its ability to function as a single package. Allows users to select individual data points from which to illustrate the event. One of the most effective methods of doing this is using jаvascript, specifically the D3.js framework.

Название: Learning Modern C++ for Finance (Fifth Early Release)
Автор: Daniel Hanson
Издательство: O’Reilly Media, Inc.
Год: 2023-06-22
Страниц: 250
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.2 MB

A lot of financial modeling has gravitated toward Python, R, and VBA, but many developers hit a wall with these languages when it comes to performance. This practical book demonstrates why C++ is still one of the dominant production-quality languages for financial applications and systems. Many programmers believe that C++ is too difficult to learn. Author Daniel Hanson demonstrates that this is no longer the case. Financial programmers coming from Python or another interpreted language will discover how to leverage C++ abstractions that enable safer and quicker implementation of financial models. You'll also explore how popular open source libraries provide additional weapons for attacking mathematical problems. C++ programmers unfamiliar with financial applications will also benefit from this handy guide.

Название: Pro iPhone Development with SwiftUI: Design and Manage Top-Quality Apps, 4th Edition
Автор: Wallace Wang
Издательство: Apress
Год: 2023
Страниц: 401
Язык: английский
Формат: pdf
Размер: 34.2 MB

You know the basics. Your Swift code flows with logic and ease. This isn't your first time building a workable app for iOS platforms. Now, it's time to build a magical app for iOS platforms! Move beyond what you mastered in the best-selling Beginning iPhone Development with SwiftUI. This revised and expanded Fourth Edition enlightens you to the world of rich design, solid code, and thoughtful processing needed to make apps that wow. Integrate all these extraordinary iOS features and embrace the world of possibilities in the Swift programming language with SwiftUI. New chapters cover customizing grids, using ViewThatFits, adding search and share links, using SpriteKit, and Developing Tests. For aspiring iOS app developers familiar with the Apple Swift programming language and/or the iOS SDK, but ready to move to the next level.