Litgu.ru - Литературный Гуру

Название: Foundations of Reinforcement Learning with Applications in Finance
Автор: Ashwin Rao, Tikhon Jelvis
Издательство: CRC Press
Год: 2023
Страниц: 522
Язык: английский
Формат: pdf (true)
Размер: 11.4 MB

Reinforcement Learning (RL) is emerging as a practical, powerful technique for solving a variety of complex business problems across industries that involve Sequential Optimal Decisioning under Uncertainty. Although RL is classified as a branch of Machine Learning (ML), it tends to be viewed and treated quite differently from other branches of ML (Supervised and Unsupervised Learning). Indeed, RL seems to hold the key to unlocking the promise of AI—machines that adapt their decisions to vagaries in observed information, while continuously steering towards the optimal outcome. Its penetration in high-profile problems like self-driving cars, robotics and strategy games points to a future where RL algorithms will have decisioning abilities far superior to humans. But when it comes getting educated in RL, there seems to be a reluctance to jump right in because RL seems to have acquired a reputation of being mysterious and exotic. This book strives to impart a lucid and insightful understanding of the topic by emphasizing the foundational mathematics and implementing models and algorithms in well-designed Python code, along with robust coverage of several financial trading problems that can be solved with Reinforcement Learning.

Название: Mastering React: A Beginner's Guide
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2023
Страниц: 278
Язык: английский
Формат: pdf (true)
Размер: 21.3 MB

Mastering React helps the reader master the React jаvascript framework for faster and more robust front-end development. React is a jаvascript framework for creating interface design that is coherent, cheap, and customizable. It makes it possible to create complicated user interfaces out of “modules,” which are small, independent pieces of code. The primary goal of using React is the easier creation of visual interfaces. React was developed by Facebook and released to the public in 2013. It powers some of the most popular apps, including Facebook and Instagram.

Название: Target C#: Simple Hands-On Programming with Visual Studio 2022 Simple Hands-On Programming with Visual Studio 2022
Автор: Gerard Byrne
Издательство: Apress
Год: 2022
Страниц: 1084
Язык: английский
Формат: pdf (true), epub
Размер: 108.6 MB

So, you want to learn C# and Visual Studio 2022, but are a bit intimidated? Don’t be. Programming is within your grasp! Programmers at any level have to fully understand, and more importantly, be able to code the core constructs. It is impossible to use complex programming concepts such as classes before understanding what methods and variables and their data types are. Once there is a foundation built on the basics, then all other topics can fall in line. While it is a forgone conclusion that languages change with the introduction of new features, the core concepts do not. Even large enterprises do not always update to the latest versions of languages and frameworks; their "backbone" applications have been developed to work, regardless. More than ever, enterprises need developers who can master and apply the core programming concepts and then be "up-skilled" with newer language levels and features as they integrate into the company.

Название: Handbook of Computer Programming with Python
Автор: Dimitrios Xanthidis, Christos Manolas, Ourania K. Xanthidou
Издательство: CRC Press
Год: 2023
Страниц: 631
Язык: английский
Формат: pdf (true)
Размер: 45.4 MB

This handbook provides a hands-on experience based on the underlying topics, and assists students and faculty members in developing their algorithmic thought process and programs for given computational problems. It can also be used by professionals who possess the necessary theoretical and computational thinking background but are presently making their transition to Python. This handbook will benefit students of computer science, information systems, and information technology, or anyone who is involved in computer programming (entry-to-intermediate level), data analytics, HCI-GUI, and related disciplines.

Название: MATLAB for Engineering Applications, 5th Edition
Автор: William J. Palm III
Издательство: McGraw Hill LLC
Год: 2023
Страниц: 656
Язык: английский
Формат: pdf (true), epub (true)
Размер: 14.0 MB, 21.1 MB

MATLAB for Engineering Applications is a simple concise book designed to be useful for beginners and to be kept as a reference. MATLAB is a globally available standard computational tool for engineers and scientists. This text is intended as a stand-alone introduction to MATLAB and can be used in an introductory course as a self-study text or as a supplementary text. The text’s material is based on the author’s experience in teaching a required two-credit semester course devoted to MATLAB for engineering freshmen. This title will be available in Connect but is not available with SmartBook. Instructor Resources available for this title include: Solutions Manual Presentation Tools Table (includes Lecture PowerPoints and Image Bank) MATLAB Files MATLAB Live Scripts.

Название: Tiny PowerShell Projects (MEAP v4)
Автор: Bill Burns
Издательство: Manning Publications
Год: 2022
Страниц: 168
Язык: английский
Формат: pdf (true)
Размер: 15.2 MB

PowerShell can automate almost any IT task. This book guides you through 17 practical PowerShell projects that will build your skills and save you hours—or even days—of work. PowerShell is a powerful scripting language for Windows, Mac and Linux. It’s perfect for automating any system administration task. With PowerShell, you can perform tedious multi-step tasks right from the command line and save your work as scripts you’ll be able to use over and over. And because it’s a full-featured programming language, you can build tools that you can share with other users.

Название: Самоучитель UML 2
Автор: Леоненков А.В.
Издательство: СПб.: БХВ-Петербург
Год: 2007
Формат: pdf
Страниц: 576
Размер: 16 mb
Язык: русский

Рассмотрена современная технология объектно-ориентированного анализа и проектирования программных систем и бизнес-процессов в контексте нотации унифицированного языка моделирования UML
2. Подробно изложены все понятия языка UML 2 в полном соответствии с оригинальной спецификацией последней версии этого языка. Приведены конкретные рекомендации по разработке канонических диаграмм языка и рассмотрены особенности разработки моделей с помощью CASE-средства Borland® Together® Designer. Описана нотация OCL — языка объектных ограничений, по которому практически отсутствует информация на русском.
Для системных и бизнес-аналитиков, архитекторов программ, руководителей проектов и информационных служб, корпоративных программистов и студентов

Название: Pro Cryptography and Cryptanalysis with C++20: Creating and Programming Advanced Algorithms
Автор: Marius Iulian Mihailescu, Stefania Loredana Nita
Издательство: Apress
Год: 2021
Формат: True PDF
Страниц: 472
Размер: 12,5 Mb
Язык: English

Develop strong skills and a passion for writing cryptography algorithms and security schemes/modules using C++ 20 and its new features. You will find the right methods of writing advanced cryptographic algorithms (such as, elliptic curve cryptography algorithms, lattice-based cryptography, searchable encryption, and homomorphic encryption), examine internal cryptographic mechanisms, and discover common ways in which the algorithms could be implemented and used correctly in practice.

Название: Practicing Trustworthy Machine Learning: Consistent, Transparent, and Safe AI Pipelines (Second Early Release)
Автор: Yada Pruksachatkun, Matthew McAteer, Subhabrata Majumdar
Издательство: O’Reilly Media, Inc.
Год: 2022-10-14
Страниц: 313
Язык: английский
Формат: epub (true), mobi
Размер: 47.3 MB

With the increasing use of AI in high-stakes domains such as medicine, law, and defense, organizations spend a lot of time and money to make ML models trustworthy. Many books on the subject offer deep dives into theories and concepts. This guide provides a practical starting point to help development teams produce models that are secure, more robust, less biased, and more explainable. This book is written for anyone who is currently working with Machine Learning models and wants to be sure that the fruits of their labor will not cause unintended harm when released into the real world. The primary audience of the book are engineers and data scientists who have some familiarity with Machine Learning. Parts of the book should be accessible to non-engineers, such as product managers and executives with a conceptual understanding of ML. Some of you may be building ML systems that make higher-stakes decisions than they encountered in your previous job or in academia. We assume you are are familiar with the very basics of deep learning, and Python for the code samples.

Название: Frontend Development: The Ultimate Guide
Автор: Sufyan bin Uzayr
Издательство: CRC Press
Год: 2023
Страниц: 179
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Frontend development is the process of creating user-interactive components. User interfaces, buttons, user-entered data, webpages, and user experience (UX) features are all examples of frontend development. User experience is the primary focus of frontend development. The essential foundations of frontend web development have always been HTML, CSS, and jаvascript. jаvascript is a text-based, interpreted programming or scripting language that enables us to add advanced functionality to any web page. jаvascript is incredibly lightweight and is mostly used for scripting web pages. It is also used to build web applications that interact with the client without reloading the page every time. jаvascript was mainly designed for creating network-centric applications. It is open as well as a cross-platform programming language.