Название: Machine Learning Q and AI: 30 Essential Questions and Answers on Machine Learning and AI
Автор: Sebastian Raschka
Издательство: No Starch Press
Год: 2024
Страниц: 267
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB, True/Retail MOBI
Размер: 122.2 MB

If you’re ready to venture beyond introductory concepts and dig deeper into Machine Learning, Deep Learning, and AI, the question-and-answer format of Machine Learning Q and AI will make things fast and easy for you, without a lot of mucking about. Born out of questions often fielded by author Sebastian Raschka, the direct, no-nonsense approach of this book makes advanced topics more accessible and genuinely engaging. Each brief, self-contained chapter journeys through a fundamental question in AI, unraveling it with clear explanations, diagrams, and hands-on exercises. This book adopts a unique Q&A style, where each brief chapter is structured around a central question related to fundamental concepts in Machine Learning, Deep Learning, and AI. Every question is followed by an explanation, with several illustrations and figures, as well as exercises to test your understanding. Many chapters also include references for further reading. These bite-sized nuggets of information provide an enjoyable jumping-off point on your journey from Machine Learning beginner to expert.

Название: MATLAB Roadmap to Applications: Volume I Fundamental
Автор: Yi Chen, Long Huang
Издательство: Springer
Год: 2025
Страниц: 611
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book presents a comprehensive guide to MATLAB programming, catering to students, engineers, and researchers seeking to harness MATLAB as a powerful tool for their work. The text meticulously covers fundamental concepts, progressing from basic elements such as types and operators to more complex structures like arrays and matrices. It elucidates key programming constructs including selection statements, loop structures, scripts, and functions, providing readers with a solid foundation in MATLAB programming. The book's structure is carefully crafted to facilitate step-by-step learning, with each chapter building upon previous knowledge. Abundant examples and exercises reinforce understanding, while dedicated sections on data visualisation, algorithm development, and practical applications in engineering, science, and finance demonstrate MATLAB's versatility across disciplines. One of MATLAB’s key strengths is its high-level programming language that leverages matrix and array operations, enabling concise and efficient code development for scientific and engineering computations.

Название: Introduction to Computer Organization: ARM Edition: An Under-the-Hood Look at Hardware and ARM A64 Assembly
Автор: Robert G. Plantz
Издательство: No Starch Press
Год: 2025
Страниц: 520
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB, True/Retail MOBI
Размер: 78.4 MB

The ARM edition of Introduction to Computer Organization will show you how high-level code connects to computer hardware through ARM 64-bit assembly language. You’ll learn ARM assembly language from the ground up, and all you’ll need is some basic experience with programming. As you grow to understand ARM’s 64-bit design, you’ll develop the skills to write more efficient, optimized code. Get hands-on experience programming the GPIO on Raspberry Pi 3, 4, and 5 in assembly. Use GNU programming tools to examine code generated from C and C++ by the compiler, write assembly programs from scratch, and use the debugger to visualize execution, inspect registers, and understand machine-level operations. Each chapter includes practical “Your Turn” exercises to reinforce key concepts and build real-world programming skills. Whether you’re optimizing code performance, developing embedded systems, or simply curious about how computers execute your programs, this guide provides deep insight into how software and hardware interact to bring programs to life.

Название: iPad & iPadOS 17 Tricks & Tips - 6th Edition 2025
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2025
Язык: английский
Формат: pdf
Размер: 58.6 MB

«Советы и рекомендации по iPad и iPadOS 17» — идеальное цифровое издание для пользователей, которые хотят вывести свои навыки на новый уровень. Хотите улучшить свой пользовательский опыт? Или желаете получить инсайдерские знания? Хотите учиться напрямую у экспертов в своей области? Узнать многочисленные шорткаты, которые используют профессионалы? На страницах нового расширенного руководства пользователя вы узнаете все, что вам нужно знать, чтобы стать более уверенным, более квалифицированным и опытным пользователем. Таким, который будет использовать iPadOS по максимуму и, в конечном итоге, сам iPad. Вы можете достичь этого, просто позволив нам исключительно помочь вам и научить вас навыкам, которые мы приобрели за десятилетия нашего опыта.

Название: Engineering Secure Devices: A Practical Guide for Embedded System Architects and Developers
Автор: Dominik Merli
Издательство: No Starch Press
Год: 2024
Страниц: 291
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB, True/Retail MOBI
Размер: 61.0 MB

This practical guide to building embedded and IoT devices securely is an essential resource for current and future developers tasked with protecting users from the potential threats of these ubiquitous devices. The application domains of embedded systems are extremely wide. They’re used in controllers, sensors, and actuators in industrial automation, transportation, and critical infrastructure systems. Communication and network hardware like routers, switches, and base stations are based on them too. In the consumer market, typical products with embedded systems include smart washing machines, intelligent heating systems, and gaming consoles. Even the plastic cards we use for banking and building access control can be considered a type of embedded system. As an engineer, you know that countless devices—from industrial components to smart household appliances—rely on embedded computer systems. But how do you balance the need for robust security with performance and innovative product design? Engineering Secure Devices will guide you through crafting secure devices—from protecting crucial assets to the nature of attackers and the risks they pose. You’ll explore the technical intricacies and pros and cons of symmetric and asymmetric cryptography and learn how to use and analyze random number generators and cryptographic algorithms. You’ll learn how to ensure confidential data storage and secure memory, and devise secure device identity solutions and communication protocols to reinforce system architecture against potential threats. And finally, you’ll learn how to properly design secure boot and secure update processes, manage access control, and perform system monitoring to secure IoT devices.

Название: R for the Rest of Us: A Statistics-Free Introduction
Автор: David Keyes
Издательство: No Starch Press
Год: 2024
Страниц: 259
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB, True/Retail MOBI
Размер: 70.4 MB

The R programming language is a remarkably powerful tool for data analysis and visualization, but its steep learning curve can be intimidating for some. If you just want to automate repetitive tasks or visualize your data, without the need for complex math, R for the Rest of Us is for you. Inside you’ll find a crash course in R, a quick tour of the RStudio programming environment, and a collection of real-word applications that you can put to use right away. You’ll learn how to create informative visualizations, streamline report generation, and develop interactive websites—whether you’re a seasoned R user or have never written a line of R code. Many people think of R as simply a tool for hardcore statistical analysis, but it can do much more than manipulate numerical values. After all, every R user must illuminate their findings and communicate their results somehow, whether that’s via data visualizations, reports, websites, or presentations. Also, the more you use R, the more you’ll find yourself wanting to automate tasks you currently do manually. No matter your background, using R can transform your work. This book is for you if you’re either a current R user keen to explore its uses for visualization and communication or a non-R user wondering if R is right for you. I’ve written R for the Rest of Us so that it should make sense whether or not you’ve ever written a line of R code. But even if you’ve written entire R programs, the book should help you learn plenty of new techniques to up your game. R is a great tool for anyone who works with data.

Название: Mastering Ethical Hacking: A Comprehensive Guide to Cybersecurity and Penetration Testing: From Fundamentals to Advanced Techniques with Hands-On Labs and Real-World Case Studies
Автор: Ahmed Khorshid
Издательство: Independently published
Год: September 29, 2024
Страниц: 238
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

"Mastering Ethical Hacking: A Comprehensive Guide to Cybersecurity and Penetration Testing" is an essential resource for aspiring and experienced ethical hackers. This book provides a thorough exploration of the principles and practices of ethical hacking, offering readers a deep dive into the world of cybersecurity. With detailed chapters on network security, web application vulnerabilities, wireless network security, and more, this guide equips you with the knowledge and skills needed to protect digital assets and secure systems against cyber threats. Each chapter includes hands-on labs and exercises, allowing you to apply what you've learned in real-world scenarios. Explore case studies of high-profile cyberattacks, understand the legal and ethical considerations of ethical hacking, and gain insights into the latest trends in cybersecurity. Whether you're preparing for the Certified Ethical Hacker (CEH) exam or seeking to enhance your cybersecurity skills, this book is your ultimate guide to mastering ethical hacking.

Название: Bookkeeping & Accounting All-in-One For Dummies, 2nd UK Edition
Автор: Jane Kelly
Издательство: For Dummies
Год: 2025
Страниц: 482
Язык: английский
Формат: pdf (true)
Размер: 14.7 MB

All the essential financial skills you need to grow a small business. Bookkeeping & Accounting All-in-One For Dummies, UK Edition, 2nd Edition simplifies every aspect of financial record keeping so you can manage your business expertly. You'll receive comprehensive guidance on balancing your books, speeding up data entry, and boosting performance by eliminating costly clerical errors. Using popular accounting software Sage 50 as a guide, learn how to quickly run financial reports, manage payroll, track and analyse both revenue and expenditure and manage the assets and liabilities of your business. As a business owner or as an accountant, you can set business targets that encourage expansion and growth—all with the help of this incredibly useful and comprehensive resource.

Название: Differential Privacy
Автор: Simson L. Garfinkel
Издательство: The MIT Press
Серия: The MIT Press Essential Knowledge series
Год: 2025
Страниц: 246
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

A robust yet accessible introduction to the idea, history, and key applications of differential privacy—the gold standard of algorithmic privacy protection. Differential privacy (DP) is an increasingly popular, though controversial, approach to protecting personal data. DP protects confidential data by introducing carefully calibrated random numbers, called statistical noise, when the data is used. Google, Apple, and Microsoft have all integrated the technology into their software, and the US Census Bureau used DP to protect data collected in the 2020 census. In this book, Simson Garfinkel presents the underlying ideas of DP, and helps explain why DP is needed in today's information-rich environment, why it was used as the privacy protection mechanism for the 2020 census, and why it is so controversial in some communities. When DP is used to protect confidential data, like an advertising profile based on the web pages you have viewed with a web browser, the noise makes it impossible for someone to take that profile and reverse engineer, with absolute certainty, the underlying confidential data on which the profile was computed.

Название: SAS For Dummies, 3rd Edition
Автор: Chris Hemedinger
Издательство: For Dummies
Год: 2025
Страниц: 400
Язык: английский
Формат: epub (true)
Размер: 10.2 MB

Become data-savvy with the widely used data and AI software. Data and analytics are essential for any business, giving insight into what's working, what can be improved, and what else needs to be done. SAS software helps you make sure you're doing data right, with a host of data management, reporting, and analysis tools. SAS For Dummies teaches you the essentials, helping you navigate this statistical software and turn information into value. In this book, learn how to gather data, create reports, and analyze results. You'll also discover how SAS Machine Learning and AI can help deliver decisions based on data. Even if you're brand new to data and analytics, this easy-to-follow guide will turn you into an SAS power user. SAS is the iconic software that provides capabilities for data management, analytics, reporting, decisioning, and Machine Learning and AI. This book covers a variety of SAS products. I help you take a high-level look at some and then dive deeply into those that you’re most likely to use.