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Название: Calculus for Data Science
Автор: Hayden Van Der Post, Vincent Bisette
Издательство: Reactive Publishing
Год: 2024
Страниц: 338
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

In the rapidly evolving world of Data Science, proficiency in calculus serves as the foundation for tackling complex analytical challenges. "Calculus for Data Science" is the follow-up to the acclaimed best-seller that introduced you to the basics, now taking you on a deeper dive into the advanced techniques that will elevate your understanding and application of calculus in the Data Science field. This comprehensive guide is meticulously crafted for professionals who have grasped the essentials and are eager to extend their expertise into more sophisticated realms. With an emphasis on real-world applicability, "Calculus for Data Science" bridges the gap between theoretical constructs and their practical utility in data analysis, Machine Learning, and beyond. In Data Science, computational skills are as important as mathematical ones. A basic understanding of programming, particularly in languages like Python or R, will greatly enhance your ability to apply the concepts learned. Familiarity with data handling and manipulation techniques is also advantageous. Whether you are a student embarking on a Data Science career, a professional seeking to deepen your mathematical expertise, or a curious mind eager to explore the intersection of calculus and data, this book is for you.

Название: Starting Out With C++ From Control Structures to Objects (10th Edition)
Автор: Tony Gaddis
Издательство: Pearson Education
Год: 2021
Страниц: 1397
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Starting Out with C++: From Control Structures through Objects presents C++ programming concepts and techniques in clear, easy-to-understand language. Using his hallmark accessible, step-by-step approach, author Tony Gaddis covers control structures, functions, arrays, and pointers before objects and classes. Every chapter includes clear and easy-to-read code listings, concise and practical real-world examples, focused explanations, and an abundance of exercises. The 10th Edition includes improvements and updates to reflect the latest modern C++ language features, including tuples, lambdas, and new syntactic constructs such as the if statement with initialization. This text teaches C++ in a step-by-step fashion. Each chapter covers a major set of topics and builds knowledge as the student progresses through the book. Although the chapters can be easily taught in their existing sequence, some flexibility is provided. The diagram shown in Figure P-1 suggests possible sequences of instruction.

Название: Python Debugging for AI, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach
Автор: Dmitry Vostokov
Издательство: Apress
Год: 2024
Страниц: 244
Язык: английский
Формат: pdf (true), epub (true)
Размер: 11.36 MB

This book is for those who wish to understand how Python debugging is and can be used to develop robust and reliable AI, Machine Learning, and cloud computing software. It will teach you a novel pattern-oriented approach to diagnose and debug abnormal software structure and behavior. The book begins with an introduction to the pattern-oriented software diagnostics and debugging process that, before performing Python debugging, diagnoses problems in various software artifacts such as memory dumps, traces, and logs. Next, you’ll learn to use various debugging patterns through Python case studies that model abnormal software behavior. You’ll also be exposed to Python debugging techniques specific to cloud native and Machine Learning environments and explore how recent advances in AI/ML can help in Python debugging. Over the course of the book, case studies will show you how to resolve issues around environmental problems, crashes, hangs, resource spikes, leaks, and performance degradation. This includes tracing, logging, and analyziing memory dumps using native WinDbg and GDB debuggers. Upon completing this book, you will have the knowledge and tools needed to employ Python debugging in the development of AI, Machine Learning, and cloud computing applications.

Название: JVM Performance Engineering: Inside OpenJDK and the HotSpot Java Virtual Machine (Rough Cuts)
Автор: Monica Beckwith
Издательство: Oracle Press/Pearson
Год: 2024
Страниц: 272
Язык: английский
Формат: epub (true)
Размер: 10.7 MB

Dive into the depths of JVM performance engineering with Java Champion Monica Beckwith. JVM Performance Engineering is an essential guide for every seasoned Java developer. Demystifying the complexities of the Java Virtual Machine (JVM) performance, focusing on the OpenJDK HotSpot VM, Beckwith combines diagnostic techniques, performance methodologies, and effective optimizations with engaging case studies, practical applications, use-case diagrams, and process flowcharts. This book offers insights into the cutting-edge and future trends of Java performance. Review the evolution and inner workings of JVM performance, including architectural nuances, key performance factors, and intricacies of the HotSpot JVM. Witness the transformative journey of Java's type system--from static and strongly typed roots to innovative features like generics and lambda expressions--and see how each Java version revolutionized code efficiency. Dive into Project Valhalla's ambitious plans for inline classes and advanced generics, poised to redefine Java's performance and memory management. Uncover the pivotal shift from a monolithic framework to a modular approach brought by Project Jigsaw, and understand its profound impact on Java performance and the practical benefits of modular services. Discover the evolution of the Java HotSpot VM logging system and its influence on performance engineering, including the the new asynchronous logging mechanism for superior diagnostics, monitoring, and performance testing.

Название: Foundations of Data Science with Python
Автор: John M. Shea
Издательство: CRC Press
Серия: The Python Series
Год: 2024
Страниц: 503
Язык: английский
Формат: pdf (true)
Размер: 37.9 MB

Foundations of Data Science with Python introduces readers to the fundamentals of Data Science, including data manipulation and visualization, probability, statistics, and dimensionality reduction. This book is targeted toward engineers and scientists, but it should be readily understandable to anyone who knows basic calculus and the essentials of computer programming. It uses a computational-first approach to Data Science: the reader will learn how to use Python and the associated data-science libraries to visualize, transform, and model data, as well as how to conduct statistical tests using real data sets. Rather than relying on obscure formulas that only apply to very specific statistical tests, this book teaches readers how to perform statistical tests via resampling; this is a simple and general approach to conducting statistical tests using simulations that draw samples from the data being analyzed. The statistical techniques and tools are explained and demonstrated using a diverse collection of data sets to conduct statistical tests related to contemporary topics. This book can be used as an undergraduate textbook for an Introduction to Data Science course or to provide a more contemporary approach in courses like Engineering Statistics.

Название: Infrastructure as Code: Building foundations for leveraging the cloud, Third Edition (Second Early Release)
Автор: Kief Morris
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 146
Язык: английский
Формат: epub (true), mobi
Размер: 10.1 MB

The past decade has seen cloud and infrastructure as code move out of shadow IT and startups and into the mainstream. Many organizations rushed to adopt new technologies as part of their transformation into digital businesses, creating a sprawl of unmaintainable infrastructure codebases. Now, there is a need to consolidate cloud-based systems into mature foundations for sustainable growth.

Название: Lodash 4 Cookbook : For lodash 4.17.21
Автор: Fu Cheng
Издательство: Leanpub
Год: 2024-01-10
Страниц: 156
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.1 MB

Start learning Lodash 4 from this book. Lodash can increase your productivity dramatically in your daily development. It's an essential tool in your jаvascript toolbox. This book talks about Lodash in a systematic way and explains some complicated parts, especially functional programming. This book includes content for Lodash v4.17.21. Lodash - a modern jаvascript utility library delivering modularity, performance & extras. In modern web development, jаvascript is a must-to-learn programming language. Using jаvascript is not an easy task. Most of jаvascript APIs are low-level APIs, which are hard to learn and use. Lodash is a popular jаvascript utility framework. It provides a lot of high-level APIs which are more convenient to remember and use. Developers can dramatically increase productivity by using Lodash. This book is a very good start point to learn Lodash 4 and apply it in practice. It covers core concepts and functions provided by Lodash with real examples. For some complicated functions, e.g. functions related to functional programming, this book has a more detailed explanation.

Название: From Commit to Deployment : A Journey Through Software Production
Автор: Juntao Qiu
Издательство: Leanpub
Год: 2023-07-01
Язык: английский
Формат: pdf (true), epub
Размер: 20.0 MB

Unlock the journey from commit to deployment with 'From Commit to Deployment.' Delve into modern coding practices, automated testing, and continuous integration via GitHub Actions. Master the software development lifecycle and boost efficiency today! "From Commit to Deployment: A Journey Through Software Production" is a comprehensive guide for aspiring and seasoned software developers navigating the intricacies of the development lifecycle. This book takes you on a journey from the initial coding stages to the final deployment, unravelling modern software production's robust processes and best practices. Starting with the first commit of code, it delves deep into the importance of version control systems, the nuances of branching strategies, and the vital role of automated testing. It further expounds on continuous integration, delivery, and deployment (CI/CD), giving a real-world view of the benefits and implementation of these strategies using GitHub Actions.

Название: Программирование на Python с нуля. Учимся думать как программисты, осваиваем логику языка и пишем первый код
Автор: Патриша Фостер
Издательство: Бомбора
Год: 2023
Cтраниц: 210, цвет.ил.
Формат: pdf
Размер: 67 мб
Язык: русский

«Программирование на Python с нуля» – идеальная книга для того, чтобы познакомить начинающих программистов с базовыми концептами одного из самых популярных языков программирования. Вместе с ней вы пройдете увлекательный путь от первых строк кода до создания полноценной игры. Для этого вы не только изучите основные элементы Python, но и потренируетесь использовать их в практических упражнениях от автора. Чем дальше по ходу книги, тем сложнее становятся предлагаемые им задачки – к концу чтения вы сможете выпустить свою первую научно-фантастическую игру и расшифровать секретное сообщение. Руководство подойдет даже тем, у кого совсем нет опыта в программировании.

Название: Архитектура компьютера
Автор: Таненбаум Э., Остин Т.
Издательство: Питер
Год: 2021 - 6-е издание
Cтраниц: 810
Формат: pdf
Размер: 14 мб
Язык: русский

Книга Эндрю Таненбаума, всемирно известного специалиста в области информационных технологий, писателя и преподавателя, выходящая уже в шестом издании, посвящена структурной организации компьютера. В ее основе лежит идея иерархической структуры, в которой каждый уровень выполняет вполне определенную функцию.