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.

Название: Azure AI Services at Scale for Cloud, Mobile, and Edge (3d Early Release)
Автор: Anand Raman, Chris Hoder, Simon Bisson
Издательство: O’Reilly
Год: 2021-12-10
Формат: epub/mobi/pdf(conv.)
Размер: 10 Mb
Язык: English

Whether you're a student planning to focus on AI or an experienced software engineer with an idea for the next viral AI app, or if you want to make a business process smarter by getting AI to do some of the work, this book's got you covered. Authors Anand Raman, Chris Hoder, Simon Bisson, and Mary Branscombe show you how to build practical intelligent applications for the cloud, mobile, browsers, and edge devices using a hands-on approach.

Название: Data Science on the Google Cloud Platform, Second Edition (2nd Early Release)
Автор: Valliappa Lakshmana
Издательство: O’Reilly Media
Год: 2021-12-10
Формат: epub/pdf(conv.)
Размер: 10 Mb
Язык: English

Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline, using statistical and machine learning methods and tools on GCP.
Through the course of this updated second edition, you'll work through a sample business decision by employing a variety of data science approaches. Follow along by implementing these statistical and machine learning solutions in your own project on GCP, and discover how this platform provides a transformative and more collaborative way of doing data science.

Название: Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models
Автор: Jorge Garza-Ulloa
Издательство: Academic Press, Elsevier
Год: 2022
Страниц: 705
Язык: английский
Формат: pdf (true)
Размер: 37.1 MB

Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models focuses on the relationship between three different multidisciplinary branches of engineering: Biomedical Engineering, Cognitive Science and Computer Science through Artificial Intelligence models. Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models provides readers with the study of injuries, illness, and neurological diseases of the human body through Artificial Intelligence using Machine Learning (ML), Deep Learning (DL) and Cognitive Computing (CC) models based on algorithms developed with MATLAB and IBM Watson.

Название: Hands-On Guide to AgileOps: A Guide to Implementing Agile, DevOps, and SRE for Cloud Operations
Автор: Navin Sabharwal, Raminder Rathore
Издательство: Apress
Год: 2022
Страниц: 225
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Discover the best practices for transforming cloud and infrastructure operations by using Agile, Scrum, Kanban, Scrumban and Spotify models. This book will help you gain an in-depth understanding of these processes so that you can apply them to your own work. The book begins by offering an overview of current processes and methods used in IT Operations using ITIL and IT4IT. The Authors provide a background of the Agile, Scrum, Kanban, SaFe, Scrumban, and Spotify models used in software development. You’ll then gain in-depth guidance and best practices to implement Agile in the Operations world. You’ll see how Agile, Site Reliability Engineering and DevOps work in tandem to provide the foundation for modern day infrastructure and cloud operations.

Название: Practical C++ Design: From Programming to Architecture, 2nd Edition
Автор: Adam B. Singer
Издательство: Apress
Год: 2022
Страниц: 303
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Go from competent C++ developer to skilled designer or architect using this book as your personal C++ design master class. Updated for the C++20 standard, this title will guide you through the design and implementation of an engaging case study that forms the backdrop for learning the art of applying design patterns and modern C++ techniques to create a high quality, robust application.

Название: Навык «Разметка по БЭМ»
Автор: Коллектив
Издательство: HTML academy
Год: 2021
Формат: html
Страниц: много
Размер: 431 Mb
Язык: Русский

Методология БЭМ (Блок, Элемент, Модификатор) — широко распространённый в веб-разработке компонентный подход к описанию структуры интерфейса. Такая структура позволяет быстро создавать предсказуемую и надёжную вёрстку интерфейсов любой сложности. БЭМ-компоненты можно легко расширять и переиспользовать без дублирования кода. Освоив этот навык, вы сможете на этапе анализа макета уверенно разделять интерфейс на независимые блоки и их элементы, определять взаимосвязи между ними, а затем воплощать полученную структуру в разметке.

Название: Hyperparameter Optimization in Machine Learning: Make Your Machine Learning and Deep Learning Models More Efficient
Автор: Tanay Agrawal
Издательство: Apress
Год: 2021
Страниц: 177
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Dive into hyperparameter tuning of machine learning models and focus on what hyperparameters are and how they work. This book discusses different techniques of hyperparameters tuning, from the basics to advanced methods.

Название: Ripple and Stablecoins: Building Banks of Tomorrow: Use Cases on International Remittance, Capital, and Money Markets, based on Swaps, Micropayments, Trade Finance, Islamic Finance, and Stablecoins
Автор: Debajani Mohanty, Hugh Macmillen
Издательство: BPB Publications
Год: 2019
Страниц: 186
Язык: английский
Формат: pdf (true)
Размер: 10.99 MB

Step-by-step guide to learn Ripple and explore $155 trillion+ market on international remittance. The book is written for all IT professionals. It starts with the loopholes existing in the banking as well as payment industry, especially in the international remittance space, that have led to the invention of Bitcoin, a Blockchain product, followed by Ethereum, and finally Ripple. The book focuses on Ripple’s architecture and the different open source and enterprise products offered by Ripple, which have been widely adopted by the global payment industry today. For developers, there are adequate examples covering Ripple’s development APIs with different features such as instant payment, partial payment, escrow, checks, and micropayment.