Название: Complete Guide to Modern jаvascript: Learn everything from the basics of jаvascript to the new ES2021 features. Practice with more than 50 quizzes and dive into the basics of TypeScript, 4th Edition
Автор: Alberto Montalesi
Издательство: Independently published
Год: 2021
Страниц: 324
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Learn everything from the basics of jаvascript to the new ES2021 features. Practice with more than 50 quizzes and dive into the basics of TypeScript. Whether you are a complete beginner or you have some knowledge in jаvascript, this book will guide you from the basics of the language to all the new features introduced until 2021. At the end of each chapter test your knowledge with quizzes.

Название: Probability: With Applications and R, 2nd Edition
Автор: Amy S. Wagaman, Robert P. Dobrow
Издательство: Wiley
Год: 2021
Формат: PDF
Страниц: 531
Размер: 10 Mb
Язык: English

Discover the latest edition of a practical introduction to the theory of probability, complete with R code samples
In the newly revised Second Edition of Probability: With Applications and R, distinguished researchers Drs. Robert Dobrow and Amy Wagaman deliver a thorough introduction to the foundations of probability theory. The book includes a host of chapter exercises, examples in R with included code, and well-explained solutions. With new and improved discussions on reproducibility for random numbers and how to set seeds in R, and organizational changes, the new edition will be of use to anyone taking their first probability course within a mathematics, statistics, engineering, or data science program.

Название: Программная инженерия
Автор: Маран М. М.
Издательство: Лань
Год: 2021 - 2-е изд.
Cтраниц: 196
Формат: pdf
Размер: 27 мб
Язык: русский

Учебное пособие предназначено для студентов, впервые приступающих к изучению методов разработки программного обеспечения, но имеющих базовую подготовку по программированию и алгоритмизации. В нем рассмотрены этапы жизненного цикла программного обеспечения. Дан краткий обзор наиболее известных методик разработки программного обеспечения. Наибольшее внимание уделено объектно-ориентированному подходу, языку UML и унифицированному процессу.

Название: Исследование программ Win32 до дизассемблера и отладчика
Автор: Румянцев П.В.
Издательство: М. Горячая линия - Телеком
Год: 2004
ISBN: 5-93517-178-3
Формат: pdf
Страниц: 367
Размер: 81,5 Mb
Язык: Русский

Приведена информация о структуре исполняемых файлов Win32 и .Net. Книга содержит многочисленные примеры, позволяющие читателю понять, из каких "составных частей" состоят файлы .exe и .dll, а также какое исследование программы может быть предпринято до того, как приступить к обработке таковой при помощи дизассемблера и отладчика.

Название: Transfer Learning through Embedding Spaces
Автор: Mohammad Rostami
Издательство: Chapman and Hall/CRC
Год: 2021
Страниц: 221
Язык: английский
Формат: pdf (true), epub
Размер: 25.4 MB

Recent progress in Artificial Intelligence (AI) has revolutionized our everyday life. Many AI algorithms have reached human-level performance and AI agents are replacing humans in most professions. It is predicted that this trend will continue and 30% of work activities in 60% of current occupations will be automated. This success, however, is conditioned on availability of huge annotated datasets to training AI models. Data annotation is a time-consuming and expensive task which still is being performed by human workers. Learning efficiently from less data is a next step for making AI more similar to natural intelligence. Transfer learning has been suggested a remedy to relax the need for data annotation. Transfer learning is a Machine Learning method where a model developed for a task is reused as the starting point for a model on a second task.

Название: Transfer Learning for Multiagent Reinforcement Learning Systems
Автор: Felipe Leno da Silva, Anna Helena Reali Costa
Издательство: Morgan and Claypool
Год: 2021
Формат: PDF
Страниц: 131
Размер: 10 Mb
Язык: English

Learning to solve sequential decision-making tasks is difficult. Humans take years exploring the environment essentially in a random way until they are able to reason, solve difficult tasks, and collaborate with other humans towards a common goal. Artificial Intelligent agents are like humans in this aspect. Reinforcement Learning (RL) is a well-known technique to train autonomous agents through interactions with the environment. Unfortunately, the learning process has a high sample complexity to infer an effective actuation policy, especially when multiple agents are simultaneously actuating in the environment.

Название: Finite-State Text Processing
Автор: Kyle Gorman, Richard Sproat
Издательство: Morgan & Claypool
Год: 2021
Страниц: 160
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Weighted finite-state transducers (WFSTs) are commonly used by engineers and computational linguists for processing and generating speech and text. This book first provides a detailed introduction to this formalism. It then introduces Pynini, a Python library for compiling finite-state grammars and for combining, optimizing, applying, and searching finite-state transducers. This book illustrates this library's conventions and use with a series of case studies. These include the compilation and application of context-dependent rewrite rules, the construction of morphological analyzers and generators, and text generation and processing applications.

Название: Interface for an App: The Design Rationale
Автор: Bob Spence
Издательство: Morgan & Claypool
Год: 2021
Формат: PDF
Страниц: 99
Размер: 10 Mb
Язык: English

This book is an account of how I addressed the need for a smartphone app that would allow someone with Type 1 diabetes to self-manage their condition.
Its presentation highlights the major features of the app's interface design. They include the selection of metaphors appropriate to a user's need to form a mental model of the app; the importance of visible context; the benefits of consistency; and considerations of a user's cognitive and perceptual abilities. The latter is a key feature of the book.

Название: The Algorithm Interview Guide
Автор: Rajesh Mohanan
Издательство: Leanpub
Год: 2021-06-18
Страниц: 143
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.35 MB

An interview guide with a detailed step-by-step explanation to the most commonly asked questions and patterns. A comprehensive step-by-step approach for learning algorithms for coding interviews. 50 questions with well-explained solutions that cater to both the struggling and also experienced. All solutions are explained well in detail with the help of pseudocode and also with Java. The solutions also covers the common algorithmic patterns that are used. Let me not beat around the bush and come to the point. Good knowledge of Algorithm and Data Structures is a basic necessity to pass your interview and land a good job. These are asked not just at entry-level but even at managerial levels as well.

Название: Java OOP Done Right
Автор: Alan Mellor
Издательство: Leanpub
Год: 2021-04-05
Страниц: 202
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.1 MB

You've seen awful Java code and you're sick of it. Let's fix that. Starting from Object Oriented basics, we'll add modern ideas like TDD, SOLID, Design Patterns and Hexagonal Architecture to the mix. We'll craft code we can be proud of! My hope is this book gets you past ‘getter and setter’ coding and gets you into high gear using objects as they were intended to be used. It might be your first insight into how OOP fits together in the real world. Java has a reputation for being verbose. I hope this book shows you how to fix that. I want you to take away the techniques of crafting clean, powerful, readable OOP code. This book is not an introduction to Java. It should be suitable for beginners who can write Java “Hello World” and understand the basic syntax for variables, conditionals and classes. Examples use Java 11 syntax.