Название: Introduction to Probability for Computing
Автор: Mor Harchol-Balter
Издательство: Cambridge University Press
Год: 2023
Формат: pdf, epub
Страниц: 571
Размер: 12,08 Мб
Язык: английский

Probability theory has become indispensable in computer science. It is at the core of machinelearningand statistics, where one often needs to make decisions understochasticuncertainty. It is also integral to computer science theory, where most algorithms today are randomized algorithms, involve random coin flips. It is a central part of performance modeling in computer networks and systems, where probability is used to predict delays, schedule jobs and resources, and provision capacity.

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: 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: GenAI on AWS: A Practical Approach to Building Generative AI Applications on AWS
Автор: Olivier Bergeret, Asif Abbasi, Joel Farvault
Издательство: Wiley
Год: 2025
Страниц: 368
Язык: английский
Формат: epub (true)
Размер: 17.1 MB

The definitive guide to leveraging AWS for Generative AI. GenAI on AWS: A Practical Approach to Building Generative AI Applications on AWS is an essential guide for anyone looking to dive into the world of generative AI with the power of Amazon Web Services (AWS). Crafted by a team of experienced cloud and software engineers, this book offers a direct path to developing innovative AI applications. It lays down a hands-on roadmap filled with actionable strategies, enabling you to write secure, efficient, and reliable generative AI applications utilizing the latest AI capabilities on AWS. This comprehensive guide starts with the basics, making it accessible to both novices and seasoned professionals. You'll explore the history of artificial intelligence, understand the fundamentals of Machine Learning, and get acquainted with deep learning concepts. It also demonstrates how to harness AWS's extensive suite of generative AI tools effectively. Through practical examples and detailed explanations, the book empowers you to bring your generative AI projects to life on the AWS platform.

Название: The Book of Batch Scripting: From Fundamentals to Advanced Automation
Автор: Jack McLarney
Издательство: No Starch Press
Год: 2024
Страниц: 491
Язык: английский
Формат: True/Retail PDF, True/Retail EPUB, True/Retail MOBI
Размер: 23.9 MB

In this era of advanced programming languages, the simplicity, universality, and efficiency of Batch scripting holds undeniable value. A book about bat files? Why? Whether you’re maintaining legacy systems or seeking to understand the foundations of command line automation, The Book of Batch Scripting shows you how to become proficient with this tool included in every version of Windows. Batch isn’t new, and the lack of some functionality is mystifying by today’s standards, but it’s still an immensely useful language that isn’t going away anytime soon, especially since it’s being packaged with the operating system installed on every Windows computer. While Batch is one scripting language among many, there are still many lines of Batch code being supported by large and small companies, and some tasks truly lend themselves to bat files more than any other language. And as for that lacking functionality—booleans, arrays, hash tables, stacks, even object-oriented design, and more—I’ll show you how to build it yourselves by the end of this book. But the most immediate reason for me personally to write a book about Batch scripting is that after two decades of writing bat files for personal and professional use, I believe that I’ve gotten to a place where I’ve learned enough about the topic to share my experiences and insights with a larger community.

Название: Introducing .NET MAUI: Build and Deploy Cross-Platform Applications Using C# and .NET 9.0 Multi-Platform App UI, 2nd Edition
Автор: Shaun Lawrence
Издательство: Apress
Год: 2025
Страниц: 584
Язык: английский
Формат: pdf
Размер: 10.1 MB

Interested in giving Microsoft’s new Multi-platform App UI (MAUI) a try? This book provides developers with a comprehensive set of tools and hands-on coding to build their own cross-platform applications. The book is a comprehensive end-to-end guide on creating, building, and distributing .NET MAUI applications. As you walk through each new concept, .NET MAUI expert and Microsoft MVP Shaun Lawrence will show the concept's value and uses, and then have you apply it in a build-along application. You will work with this build-along application right up until you are ready to ship it to the relevant stores (e.g., App Store, etc.). The underlying theme through the book is to explain a key concept, show how to implement it directly in order to reinforce your understanding, and then show potential simplifications (e.g., alternative libraries) that can help you reduce the complexities of an applications code base. For developers who are new to .NET MAUI and cross-platform development. A basic knowledge of C# is required, but no prior knowledge using .NET MAUI is required.

Название: Arduino Programming using Simulink
Автор: Majid Pakdel
Издательство: River Publishers
Год: 2025
Формат: pdf, epub
Страниц: 163
Размер: 33.1 Мб
Язык: английский

Unlock the full potential of your Arduino projects with this comprehensive guide to integrating Simulink for advanced controller design. Whether you are a beginner or an experienced engineer, this book provides step-by-step instructions on how to design, simulate, and deploy sophisticated control systems using the powerful combination of Simulink and Arduino.

Название: Machine Learning And Data Mining In Pattern Recognition
Серия: Lecture Notes in Artificial Intelligence, 4571
Автор: Petra Perner
Издательство: Springer
Год: 2007
Формат: pdf
Страниц: 927
Размер: 20,3 Мб
Язык: английский


Today, there are many international meetings carrying the title machine learning and data mining, whose topics are text mining, knowledge discovery, and applications. This meeting from the very first event has focused on aspects of machine learning and data mining in pattern recognition problems. We planned to reorganize classical and well-established pattern recognition paradigms from the view points of machine learning and data mining.

Название: Post-Quantum Security for AI: Resilient Digital Security in the Age of Artificial General Intelligence and Technological Singularity (Early Release)
Автор: Petar Radanliev
Издательство: Pearson
Год: 2025
Страниц: 280
Язык: английский
Формат: epub (true), mobi
Размер: 24.6 MB

The rise of Quantum Computing and Artificial General Intelligence (AGI) is set to redefine the digital world. While these advancements promise revolutionary progress, they also pose unprecedented security threats–with the power to break today’s encryption and manipulate digital identities at scale. Without proactive defense strategies, bank accounts, government records, and private data could become vulnerable to breaches that no existing security system can withstand. The Solution: Quantum-Resistant Security. In Post-Quantum Security for AI, industry expert Petar Radanliev delivers a comprehensive guide to protecting digital infrastructure in an era where quantum computing and AI-driven cyber threats are rapidly evolving.