Название: Classical and Physical Security of Symmetric Key Cryptographic Algorithms
Автор: Anubhab Baksi
Издательство: Springer
Год: 2022
Страниц: 295
Язык: английский
Формат: pdf (true), epub
Размер: 52.0 MB

This book consolidates several key aspects from the state-of-the-art research in symmetric key cryptography, which is among the cornerstones of digital security. It presents the content in an informative yet beginner-friendly, accompanied with toy examples and comprehensible graphics. In particular, it highlights the recent developments in tool-assisted analysis of ciphers. Furthermore, promising device-dependent attacks, such as fault attack and side channel attacks on symmetric key ciphers, are discussed in detail. One salient feature of this book is to present a detailed analysis of various fault countermeasures. The coverage of our book is quite diverse—it ranges from prerequisite information, latest research contribution as well as future research directions. Cryptography is the branch of computer science (often involves electronics, mathematics, and statistics) which studies the area security mostly from a theoretical perspective. In short, it deals with data confidentiality (or privacy), integrity, authentication, and non-repudiation.

Название: Programming ML.NET
Автор:Dino Esposito, Francesco Esposito
Издательство: Microsoft Press/Pearson Education
Год: 2022
Страниц: 256
Язык: английский
Формат: pdf, epub
Размер: 16.4 MB

With .NET 5’s ML.NET and Programming ML.NET, any Microsoft .NET developer can solve serious machine learning problems, increasing their value and competitiveness in some of today’s fastest-growing areas of software development. World-renowned Microsoft development expert Dino Esposito covers everything you need to know about ML.NET, the machine learning pipeline, and real-world machine learning solutions development. Modeled on his popular Programming ASP.NET books, this guide takes the same scenario-based approach Microsoft’s team used to build the ML.NET framework itself. Esposito presents and illuminates ML.NET’s dedicated mini-frameworks (“ML Tasks”) for specific classes of problems, and draws on personal experience to help developers apply these in the real world, where a problem’s complexity can vary widely based on data availability or the specific results you need.

Название: Python Programming Reference Guide: A Comprehensive Guide for Beginners to Master the Basics of Python Programming Language with Practical Coding & Learning Tips
Автор: Coleman Newton
Издательство: Independently published
Год: 2021
Страниц: 104
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Whenever you are thinking of a widely used, high level programming language, you have python as your favorite option. Established in the early nineties by Guido Van Rossum, and then it was later developed by the Python Software Foundation (PSF). The motive behind its design was on the readability of code, thus its syntax gives the chance for programmers to show the concepts they're made of in just a fewer code lines. You might just be interested in programming, whether you have done it before or not, or might be a student, or in the category of the working class, with the aim of upgrading yourself in the line of programming, and if you fall into any of these, you're on the right track. If you had ever thought of a great programming language suitable for building your next software and website, learning machine, conducting some data analysis, designing, or automating tasks, you have got Python programming at your back.

Название: Machine Learning: The Basics
Автор: Alexander Jung
Издательство: Springer
Год: 2022
Формат: ePUB, PDF
Страниц: 225
Размер: 23,6 Mb
Язык: English

Machine learning (ML) has become a commonplace element in our everyday lives and a standard tool for many fields of science and engineering. To make optimal use of ML, it is essential to understand its underlying principles.

Название: Язык R в задачах науки о данных: импорт, подготовка, обработка, визуализация и моделирование данных
Автор: Уикем Хэдли, Гроулмунд Гарретт
Издательство: Диалектика
Год: 2018
Формат: PDF
Страниц: 578
Размер: 31,4 Mb
Язык: Русский

Овладейте искусством превращения необработанных первичных данных в плодотворные догадки, гипотезы и новые знания с помощью языка R. Эта книга задумана как введение в вычислительную среду R, среду разработки RStudio и библиотеку tidyverse - коллекцию пакетов, совместное использование которых обеспечивает быстроту и легкость анализа данных. Книга ориентирована на читателей, не имеющих предварительного опыта программирования, и предназначена для того, чтобы помочь им в как можно более короткие сроки начать решать задачи науки о данных.

Название: Personalized Machine Learning
Автор: Julian McAuley
Издательство: Cambridge University Press
Год: 2022
Страниц: 337
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Every day we interact with Machine Learning systems offering individualized predictions for our entertainment, social connections, purchases, or health. These involve several modalities of data, from sequences of clicks to text, images, and social interactions. This book introduces common principles and methods that underpin the design of personalized predictive models for a variety of settings and modalities. The book begins by revising 'traditional' Machine Learning models, focusing on adapting them to settings involving user data, then presents techniques based on advanced principles such as matrix factorization, deep learning, and generative modeling, and concludes with a detailed study of the consequences and risks of deploying personalized predictive systems. A series of case studies in domains ranging from e-commerce to health plus hands-on projects and code examples will give readers understanding and experience with large-scale real-world datasets and the ability to design models and systems for a wide range of applications.

Название: The Elements of Voice First Style: A Practical Guide to Voice User Interface Design (Second Early Release)
Автор: Ahmed Bouzid, Weiye Ma
Издательство: O’Reilly Media, Inc.
Год: 2022-01-21
Страниц: 106
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

If you're a new or experienced designer of conversational voice-first experiences, this handy reference provides actionable answers to key aspects of eyes-busy, hands-busy, voice-only user interfaces. Designed as a companion to books about conversational voice design, this guide includes important details regarding eyes-free, hands-free, voice-only interfaces delivered by Amazon Echo, Google Nest, and a variety of in-car experiences.

Название: Learning TypeScript: Enhance Your Web Development Skills Using Type-Safe jаvascript (Third Early Release)
Автор: Josh Goldberg
Издательство: O’Reilly Media, Inc.
Год: 2022-01-21
Страниц: 187
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

TypeScript has conquered the world of jаvascript: it's one of the world's fastest growing and most popular languages across developer surveys, widely used in consumer and business companies alike, and frequently credited for helping massive web applications scale. But what is TypeScript? How does it work, why does it work, and how can we use it? Learning TypeScript takes beginner to intermediate jаvascript programmers from knowing nothing about "types" or a "type system" to full mastery of the fundamentals of TypeScript. It's more than a means to find bugs and typos--it's a useful system for declaring the way our jаvascript should work and helping us stick to it.

Название: AI at the Edge: Solving Real World Problems with Embedded Machine Learning (Early Release)
Автор: Daniel Situnayake, Jenny Plunkett
Издательство: O’Reilly Media, Inc.
Год: 2022-01-21
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Edge Artificial Intelligence is transforming the way computers interact with the real world, allowing Internet of Things (IoT) devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations. With techniques like embedded machine learning, developers can capture human intuition and deploy it to any target—from ultra-low power microcontrollers to flexible embedded Linux devices—for applications that reduce latency, protect privacy, and work without a network connection, greatly expanding the capabilities of the IoT. This practical guide gives engineering professionals and product managers an end-to-end framework for solving real-world industrial, commercial, and scientific problems with edge AI. You’ll explore every stage of the process, from data collection to model optimization to tuning and testing, as you learn how to design and support edge AI and embedded ML products.

Название: Modern Tkinter for Busy Python Developers: Quickly Learn to Create Great Looking User Interfaces for Windows, Mac and Linux Using Python's Standard GUI Toolkit, Third Edition
Автор: Mark Roseman
Издательство: ​Late Afternoon Press
Год: Revised Nov 2021
Страниц: 393
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Third Edition: thoroughly revised and expanded! Over 20% new material. Updated for Python 3.9. Quickly learn the right way to build attractive and modern graphical user interfaces with Python and Tkinter. You know some Python. You want to create a user interface for your application. You don't want to waste time messing around with things you don't need. Enter Tkinter. It's built right into Python. Everything you need is included in the standard Python distributions. No extra downloads. Your Python and Tkinter scripts will work on Windows, Mac and Linux. Tkinter has a simple, clean, Pythonic API and takes care of much of the housekeeping needed in GUI programming. You can focus on what's unique in your application.